Computer-aided diagnosis (English Wikipedia)

Antal, B.; Hajdu, A. (2012-06-01). "An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading". IEEE Transactions on Biomedical Engineering. 59 (6): 1720–1726. arXiv:1410.8577. doi:10.1109/TBME.2012.2193126. ISSN 0018-9294. PMID 22481810. S2CID 16382245.

berkeley.edu

cs.berkeley.edu

Richard M. Karp (1972). "Reducibility Among Combinatorial Problems" (PDF). In R. E. Miller; J. W. Thatcher (eds.). Complexity of Computer Computations. New York: Plenum. pp. 85–103. Archived from the original (PDF) on 2011-06-29. Retrieved 2019-08-14.

digitalpathologyassociation.org

"Computer-aided Diagnosis: The Tipping Point for Digital Pathology". Digital Pathology Association. 27 April 2017.

doi.org

Oakden-Rayner, Luke (May 2019). "The Rebirth of CAD: How Is Modern AI Different from the CAD We Know?". Radiology: Artificial Intelligence. 1 (3): e180089. doi:10.1148/ryai.2019180089. ISSN 2638-6100. PMC 8017402. PMID 33937793.
Bird, R. E.; Wallace, T. W.; Yankaskas, B. C. (1992). "Analysis of cancers missed at screening mammography". Radiology. 184 (3): 613–617. doi:10.1148/radiology.184.3.1509041. PMID 1509041.
Baker, J. A.; Rosen, E. L.; Lo, J. Y.; et al. (2003). "Computer-Aided Detection (CAD) in Screening Mammography: Sensitivity of Commercial CAD Systems for Detecting Architectural Distortion". American Journal of Roentgenology. 181 (4): 1083–1088. doi:10.2214/ajr.181.4.1811083. PMID 14500236.
Jang, H. J.; Lee, K. S.; Kwon, O. J.; et al. (1996). "Bronchioloalveolar carcinoma: focal area of ground-glass attenuation at thin-section CT as an early sign". Radiology. 199 (2): 485–488. doi:10.1148/radiology.199.2.8668800. PMID 8668800.
Suzuki, K.; Li, F.; Sone, S.; Doi, K. (2005). "Computer-aided diagnostic scheme for distinction between benign and malignant nodules in thoracic low-dose CT by use of massive training artificial neural network". IEEE Transactions on Medical Imaging. 24 (9): 1138–1150. doi:10.1109/tmi.2005.852048. PMID 16156352. S2CID 2690415.
Lostumbo, A.; Suzuki, K.; Dachman, A. H. (2010). "Flat lesions in CT colonography". Abdom Imaging. 35 (5): 578–583. doi:10.1007/s00261-009-9562-3. PMID 19633882. S2CID 13487349.
Yanase J, Triantaphyllou E (2019). "A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments". Expert Systems with Applications. 138: 112821. doi:10.1016/j.eswa.2019.112821. S2CID 199019309.
Shortliffe EH, and Buchanan BG (1975). "A model of inexact reasoning in medicine". Mathematical Biosciences. 23 (3–4): 351–379. doi:10.1016/0025-5564(75)90047-4. S2CID 118063112.
Miller RA, Pople Jr HE, and Myers JD (1982). "Internist-I, an experimental computer-based diagnostic consultant for general internal medicine". New England Journal of Medicine. 307 (8): 468–476. doi:10.1056/NEJM198208193070803. PMID 7048091.
Doi K (2007). "Computer-aided diagnosis in medical imaging: historical review, current status and future potential". Computerized Medical Imaging and Graphics. 31 (4): 198–211. doi:10.1016/j.compmedimag.2007.02.002. PMC 1955762. PMID 17349778.
Echegaray, Sebastian; Gevaert, Olivier; Shah, Rajesh; Kamaya, Aya; Louie, John; Kothary, Nishita; Napel, Sandy (18 November 2015). "Core samples for radiomics features that are insensitive to tumor segmentation: method and pilot study using CT images of hepatocellular carcinoma". Journal of Medical Imaging. 2 (4): 041011. doi:10.1117/1.JMI.2.4.041011. PMC 4650964. PMID 26587549.
Murphy, K.; van Ginneken, B.; Schilham, A. M.; et al. (2009). "A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification". Medical Image Analysis. 13 (5): 757–770. doi:10.1016/j.media.2009.07.001. hdl:2066/81262. PMID 19646913. S2CID 25181663.
Suzuki, K.; Armato, 3rd, S. G.; Li, F.; Sone, S.; Doi, K. (2003). "Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography". Medical Physics. 30 (7): 1602–1617. Bibcode:2003MedPh..30.1602S. doi:10.1118/1.1580485. PMID 12906178.{{cite journal}}: CS1 maint: numeric names: authors list (link)
Chan, H. P.; Lo, S. C.; Sahiner, B.; et al. (1995). "Computer-aided detection of mammographic microcalcifications: pattern recognition with an artificial neural network". Medical Physics. 22 (10): 1555–1567. Bibcode:1995MedPh..22.1555C. doi:10.1118/1.597428. hdl:2027.42/134770. PMID 8551980.
Gletsos, Miltiades; Mougiakakou, Stavroula; Matsopoulos, George; Nikita, Konstantina; Nikita, Alexandra; Kelekis, Dimitrios (2003). "A computer-aided diagnostic system to characterize CT focal liver lesions: design and optimization of a neural network classifier". IEEE Transactions on Information Technology in Biomedicine. 7 (3): 153–162. doi:10.1109/TITB.2003.813793. PMID 14518728. S2CID 18918667.
Mougiakakou, Stavroula; Golemati, Spyretta; Gousias, Ioannis; Nicolaides, Andrew; Nikita, Konstantina (2007). "Computer-aided diagnosis of carotid atherosclerosis based on ultrasound image statistics, laws' texture and neural networks". Ultrasound in Medicine and Biology. 33 (1): 26–36. doi:10.1016/j.ultrasmedbio.2006.07.032. PMID 17189044.
Stoitsis, John; Valavanis, Ioannis; Mougiakakou, Stavroula; Golemati, Spyretta; Nikita, Alexandra; Nikita, Konstantina (2006). "Computer aided diagnosis based on medical image processing and artificial intelligence methods". Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 569 (2): 591–595. Bibcode:2006NIMPA.569..591S. doi:10.1016/j.nima.2006.08.134.
Chen, S.; Suzuki, K.; MacMahon, H. (2011). "Development and evaluation of a computer-aided diagnostic scheme for lung nodule detection in chest radiographs by means of two-stage nodule enhancement with support vector classification". Medical Physics. 38 (4): 1844–1858. Bibcode:2011MedPh..38.1844C. doi:10.1118/1.3561504. PMC 3069992. PMID 21626918.
Papadopoulos, A.; Fotiadis, D. I.; Likas, A. (2005). "Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines". Artif Intell Med. 34 (2): 141–150. doi:10.1016/j.artmed.2004.10.001. PMID 15894178.
Wollenweber T.; Janke B.; Teichmann A.; Freund M. (2007). "Korrelation zwischen histologischem Befund und einem Computer-assistierten Detektionssystem (CAD) für die Mammografie". Geburtsh Frauenheilk. 67 (2): 135–141. doi:10.1055/s-2006-955983. S2CID 73122975.
Yanase J, Triantaphyllou E (2019). "The Seven Key Challenges for the Future of Computer-Aided Diagnosis in Medicine". International Journal of Medical Informatics. 129: 413–422. doi:10.1016/j.ijmedinf.2019.06.017. PMID 31445285. S2CID 198287435.
Wadhwa, R. R.; Park, D. Y.; Natowicz, M. R. (2018). "The accuracy of computer-based diagnostic tools for the identification of concurrent genetic disorders". American Journal of Medical Genetics Part A. 176 (12): 2704–2709. doi:10.1002/ajmg.a.40651. PMID 30475443. S2CID 53758271.
Bron EE, Smits M, Van Der Flier WM, Vrenken H, Barkhof F, Scheltens P, Papma JM, Steketee RM, Orellana CM, Meijboom R, and Pinto M (2015). "Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CAD Dementia challenge". NeuroImage. 111: 562–579. doi:10.1016/j.neuroimage.2015.01.048. PMC 4943029. PMID 25652394.
Taylor P, Potts HW (2008). "Computer aids and human second reading as interventions in screening mammography: Two systematic reviews to compare effects on cancer detection and recall rate" (PDF). European Journal of Cancer. 44 (6): 798–807. doi:10.1016/j.ejca.2008.02.016. PMID 18353630.
Benjamens, Stan; Dhunnoo, Pranavsingh; Mesko, Bertalan (2020). "The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database". npj Digital Medicine. 3: 118. doi:10.1038/s41746-020-00324-0. PMC 7486909. PMID 32984550.
Wu N, Gamsu G, Czum J, Held B, Thakur R, Nicola G (Mar 2006). "Detection of small pulmonary nodules using direct digital radiography and picture archiving and communication systems". J Thorac Imaging. 21 (1): 27–31. doi:10.1097/01.rti.0000203638.28511.9b. PMID 16538152. S2CID 31230950.
Giger, Maryellen Lissak; Doi, Kunio; MacMahon, Heber (1988-03-01). "Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields". Medical Physics. 15 (2): 158–166. Bibcode:1988MedPh..15..158G. doi:10.1118/1.596247. ISSN 2473-4209. PMID 3386584.
Ginneken, B. Van; Romeny, B. M. Ter Haar; Viergever, M. A. (2001-12-01). "Computer-aided diagnosis in chest radiography: a survey". IEEE Transactions on Medical Imaging. 20 (12): 1228–1241. doi:10.1109/42.974918. ISSN 0278-0062. PMID 11811823. S2CID 6280485.
Coppini, G.; Diciotti, S.; Falchini, M.; Villari, N.; Valli, G. (2003-12-01). "Neural networks for computer-aided diagnosis: detection of lung nodules in chest radiograms". IEEE Transactions on Information Technology in Biomedicine. 7 (4): 344–357. doi:10.1109/TITB.2003.821313. ISSN 1089-7771. PMID 15000360. S2CID 15121082.
Giger, M. L.; Bae, K. T.; MacMahon, H. (1994-04-01). "Computerized detection of pulmonary nodules in computed tomography images". Investigative Radiology. 29 (4): 459–465. doi:10.1097/00004424-199404000-00013. ISSN 0020-9996. PMID 8034453. S2CID 9800069.
Kanazawa, K.; Kawata, Y.; Niki, N.; Satoh, H.; Ohmatsu, H.; Kakinuma, R.; Kaneko, M.; Moriyama, N.; Eguchi, K. (1998-03-01). "Computer-aided diagnosis for pulmonary nodules based on helical CT images". Computerized Medical Imaging and Graphics. 22 (2): 157–167. doi:10.1016/S0895-6111(98)00017-2. ISSN 0895-6111. PMID 9719856.^{[permanent dead link‍]}
Chen, Sheng; Zhong, Sikai; Yao, Liping; Shang, Yanfeng; Suzuki, Kenji (2016). "Enhancement of chest radiographs obtained in the intensive care unit through bone suppression and consistent processing". Physics in Medicine and Biology. 61 (6): 2283–2301. Bibcode:2016PMB....61.2283C. doi:10.1088/0031-9155/61/6/2283. PMID 26930386. S2CID 206020910.
Chen, S.; Suzuki, K. (2014-02-01). "Separation of Bones From Chest Radiographs by Means of Anatomically Specific Multiple Massive-Training ANNs Combined With Total Variation Minimization Smoothing". IEEE Transactions on Medical Imaging. 33 (2): 246–257. doi:10.1109/TMI.2013.2284016. ISSN 0278-0062. PMID 24132005. S2CID 922550.
Suzuki, K.; Abe, H.; MacMahon, H.; Doi, K. (2006-04-01). "Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)". IEEE Transactions on Medical Imaging. 25 (4): 406–416. CiteSeerX 10.1.1.589.8748. doi:10.1109/TMI.2006.871549. ISSN 0278-0062. PMID 16608057. S2CID 17961280.
LOOG, M; VANGINNEKEN, B; SCHILHAM, A (2006-12-01). "Filter learning: Application to suppression of bony structures from chest radiographs". Medical Image Analysis. 10 (6): 826–840. doi:10.1016/j.media.2006.06.002. ISSN 1361-8415. PMID 16859953.
Chen, S.; Suzuki, K. (2013-02-01). "Computerized Detection of Lung Nodules by Means of #x201C;Virtual Dual-Energy #x201D; Radiography". IEEE Transactions on Biomedical Engineering. 60 (2): 369–378. doi:10.1109/TBME.2012.2226583. ISSN 0018-9294. PMC 4283823. PMID 23193306.
Bell, L.T.O.; Gandhi, S. (2018). "A comparison of computer-assisted detection (CAD) programs for the identification of colorectal polyps: Performance and sensitivity analysis, current limitations and practical tips for radiologists". Clinical Radiology. 73 (6): 593.e11–593.e18. doi:10.1016/j.crad.2018.02.009. PMID 29602538. S2CID 4500060.
Suzuki, Kenji; Yoshida, Hiroyuki; Näppi, Janne; Dachman, Abraham H. (2006-10-01). "Massive-training artificial neural network (MTANN) for reduction of false positives in computer-aided detection of polyps: Suppression of rectal tubes". Medical Physics. 33 (10): 3814–3824. Bibcode:2006MedPh..33.3814S. doi:10.1118/1.2349839. ISSN 2473-4209. PMID 17089846.
Gastounioti, Aimilia; Makrodimitris, Stavros; Golemati, Spyretta; Kadoglou, Nikolaos; Liapis, Christos; Nikita, Konstantina (2014). "A novel computerized tool to stratify risk in carotid atherosclerosis using kinematic features of the arterial wall". IEEE Journal of Biomedical and Health Informatics. 19 (3): 1137–1145. doi:10.1109/JBHI.2014.2329604. PMID 24951709. S2CID 5924749.
Golemati, Spyretta; Gastounioti, Aimilia; Nikita, Konstantina (2013). "Toward novel noninvasive and low-cost markers for predicting strokes in asymptomatic carotid atherosclerosis: the role of ultrasound image analysis". IEEE Transactions on Biomedical Engineering. 60 (3): 652–658. doi:10.1109/TBME.2013.2244601. PMID 23380846. S2CID 5653986.
Golemati, Spyretta; Patelaki, Eleni; Gastounioti, Aimilia; Andreadis, Ioannis; Liapis, Christos; Nikita, Konstantina (2020). "Motion synchronization patterns of the carotid atheromatous plaque from B-mode ultrasound". Scientific Reports. 10 (1): 11221. Bibcode:2020NatSR..1011221G. doi:10.1038/s41598-020-65340-2. PMC 7343786. PMID 32641773.
Rizi, Fereshteh; Au, Jason; Yli-Ollila, Heikki; Golemati, Spyretta; Makunaite, Monika; Orkisz, Maciej; Navab, Nassir; MacDonald, Maureen; Laitinen, Tiina Marja; Behnam, Hamid; Gao, Zhifan; Gastounioti, Aimilia; Jurkonis, Rytis; Vray, Didier; Laitinen, Tomi; Serusclat, Andre; Nikita, Konstantina; Zahnd, Guillaume (2020). "Carotid Wall Longitudinal Motion in Ultrasound Imaging: An Expert Consensus Review". Ultrasound in Medicine and Biology. 46 (10): 2605–2624. doi:10.1016/j.ultrasmedbio.2020.06.006. PMID 32709520. S2CID 225545904.
Golemati, Spyretta; Gastounioti, Aimilia; Nikita, Konstantina (2016). "Ultrasound-Image-Based Cardiovascular Tissue Motion Estimation". IEEE Reviews on Biomedical Engineering. 9: 208–218. doi:10.1109/RBME.2016.2558147. S2CID 23333131.
Gastounioti, Aimilia; Golemati, Spyretta; Stoitsis, John; Nikita, Konstantina (2013). "Carotid artery wall motion analysis from B-mode ultrasound using adaptive block matching: in silico evaluation and in vivo application". Physics in Medicine and Biology. 58 (24): 8647–8661. Bibcode:2013PMB....58.8647G. doi:10.1088/0031-9155/58/24/8647. PMID 24256708. S2CID 11571104.
Gastounioti, Aimilia; Kolias, Vasileios; Golemati, Spyretta; Tsiaparas, Nikolaos; Matsakou, Aikaterini; Stoitsis, John; Kadoglou, Nikolaos; Gkekas, Christos; Kakisis, John; Liapis, Christos; Karakitsos, Petros; Sarafis, Ioannis; Angelidis, Padelis; Nikita, Konstantina (2014). "CAROTID - a web-based platform for optimal personalized management of atherosclerotic patients". Computer Methods and Programs in Biomedicine. 114 (2): 183–193. doi:10.1016/j.cmpb.2014.02.006. PMID 24636805.
Goldenberg, Roman; Eilot, Dov; Begelman, Grigory; Walach, Eugene; Ben-Ishai, Eyal; Peled, Nathan (2012). "Computer-aided simple triage (CAST) for coronary CT angiography (CCTA)". International Journal of Computer Assisted Radiology and Surgery. 7 (6): 819–827. doi:10.1007/s11548-012-0684-7. ISSN 1861-6410. PMID 22484719. S2CID 5627031.
Chaplot, Sandeep; Patnaik, L.M.; Jagannathan, N.R. (2006). "Classification of magnetic resonance brain images using wavelets as input to support vector machine and neural network". Biomedical Signal Processing and Control. 1: 86–92. doi:10.1016/j.bspc.2006.05.002.
Maitra, Madhubanti; Chatterjee, Amitava (2006). "A Slantlet transform based intelligent system for magnetic resonance brain image classification". Biomedical Signal Processing and Control. 1 (4): 299–306. doi:10.1016/j.bspc.2006.12.001.
Wang, S.; Wu, W. (2010). "A Novel Method for Magnetic Resonance Brain Image Classification based on Adaptive Chaotic PSO". Progress in Electromagnetics Research. 109: 325–343. doi:10.2528/PIER10090105.
Zhang, Yudong; Wu, L. (2011). "Magnetic Resonance Brain Image Classification by an Improved Artificial Bee Colony Algorithm". Progress in Electromagnetics Research. 2011: 65–79. doi:10.2528/PIER11031709.
Padma, A.; Sukanesh, R. (2014). "Segmentation and Classification of Brain CT Images Using Combined Wavelet Statistical Texture Features". Arabian Journal for Science and Engineering. 39 (2): 767–776. doi:10.1007/s13369-013-0649-3. S2CID 62615810.
Zhang, Yudong; Dong, Zhengchao; Ji, Genlin (2015). "Effect of spider-web-plot in MR brain image classification". Pattern Recognition Letters. 62: 14–16. Bibcode:2015PaReL..62...14Z. doi:10.1016/j.patrec.2015.04.016.
Zhang, Y.; Wang, S.; Ji, G.; Dong, Z. (2013). "Genetic Pattern Search and its Application to Brain Image Classification". Mathematical Problems in Engineering. 2013: 1–8. doi:10.1155/2013/580876.
Das S.; Chowdhury M.; Kundu M.K. (2013). "Brain MR Image Classification Using Multiscale Geometric Analysis of Ripplet". Progress in Electromagnetics Research. 137: 1–17. doi:10.2528/pier13010105.
Zhang, Y.; Wang, S. (2013). "An MR Brain Images Classifier System via Particle Swarm Optimization and Kernel Support Vector Machine". The Scientific World Journal. 2013: 130134. doi:10.1155/2013/130134. PMC 3791634. PMID 24163610.
Kalbkhani H.; Shayesteh M.G.; Zali-Vargahan B. (2013). "Robust algorithm for brain magnetic resonance image (MRI) classification based on GARCH variances series". Biomedical Signal Processing and Control. 8 (6): 909–919. doi:10.1016/j.bspc.2013.09.001.
El-Dahshan E.S.A.; Mohsen H.M.; Revett K.; et al. (2014). "Computer-aided diagnosis of human brain tumor through MRI: A survey and a new algorithm". Expert Systems with Applications. 41 (11): 5526–5545. doi:10.1016/j.eswa.2014.01.021.
Zhou, Xing-Xing (2015). "Detection of Pathological Brain in MRI Scanning Based on Wavelet-Entropy and Naive Bayes Classifier". Bioinformatics and Biomedical Engineering. Lecture Notes in Computer Science. Vol. 9043. pp. 201–209. doi:10.1007/978-3-319-16483-0_20. ISBN 978-3-319-16482-3.
Zhang, Yudong; Wang, Shuihua; Dong, Zhengchao (2014). "Classification of Alzheimer Disease Based on Structural Magnetic Resonance Imaging by Kernel Support Vector Machine Decision Tree". Progress in Electromagnetics Research. 144: 185–191. doi:10.2528/PIER13121310.
Signaevsky, Maxim; Prastawa, Marcel; Farrell, Kurt; Tabish, Nabil; Baldwin, Elena; Han, Natalia; Iida, Megan; Koll, John; Bryce, Clare; Purohit, Dushyant; Haroutunian, Vahram; McKee, Ann; Stein, Thor; White-III, Charles; Walker, Jamie; Richardson, Timothy; Hanson, Russell; Cordon-Cardo, Carlos; Donovan, Michael; Zeineh, Jack; Fernandez, Gerardo; Crary, John (2019). "Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy". Laboratory Investigation. 99 (7): 1019–1029. doi:10.1038/s41374-019-0202-4. PMC 7684013. PMID 30770886.
Friston, K.; Poline, J-P.; Holmes, C.J.; Frith, C.D.; Frackowiak, R.S. (1996). "A multivariate Analysis of PET activation studies". Hum. Brain Mapp. 4 (2): 140–151. doi:10.1002/(SICI)1097-0193(1996)4:2<140::AID-HBM5>3.0.CO;2-3. PMID 20408193. S2CID 9074888.
Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Illán, I.A. (2013). "Functional activity maps based on significance measures and Independent Component Analysis". Computer Methods and Programs in Biomedicine. 111 (1): 255–268. doi:10.1016/j.cmpb.2013.03.015. PMC 6701938. PMID 23660005.
Dong, Z.C. (2015). "Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning". Frontiers in Computational Neuroscience. 66 (9): 66. doi:10.3389/fncom.2015.00066. PMC 4451357. PMID 26082713.
Zhang, J.; Yu, C.; Jiang, G.; Liu, W.; Tong, L. (2012). "3d texture analysis on mri images of alzheimer's disease". Brain Imaging and Behavior. 6 (1): 61–69. doi:10.1007/s11682-011-9142-3. PMID 22101754. S2CID 10069584.
Chupin, Marie; Gérardin, Emilie; Cuingnet, Rémi; Boutet, Claire; Lemieux, Louis; Lehéricy, Stéphane; Benali, Habib; Garnero, Line; Colliot, Olivier (2009). "Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI". Hippocampus. 19 (6): 579–587. doi:10.1002/hipo.20626. PMC 2837195. PMID 19437497.
Martinez-Murcia, F.J.; Gorriz, J.M.; Ramirez, J.; Ortiz, A. (2016). "A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease". Current Alzheimer Research. 13 (5): 575–588. doi:10.2174/1567205013666160314145158. hdl:10481/42543. PMID 26971941. S2CID 30472186.
Huang, Kao and Chen (18 June 2007). "A Set of Image Processing Algorithms for Computer-Aided Diagnosis in Nuclear Medicine Whole Body Bone Scan Images". IEEE Transactions on Nuclear Science. 54 (3): 514–522. Bibcode:2007ITNS...54..514H. doi:10.1109/TNS.2007.897830. S2CID 20730927.
Tufail, A; Rudisill, C; Egan, C; Kapetanakis, VV; Salas-Vega, S; Owen, CG; Lee, A; Louw, V; Anderson, J; Liew, G; Bolter, L; Srinivas, S; Nittala, M; Sadda, S; Taylor, P; Rudnicka, AR (n.d.). "Automated diabetic retinopathy image assessment software: diagnostic accuracy and cost-effectiveness compared to human graders". Ophthalmology. 124 (3): 343–351. doi:10.1016/j.ophtha.2016.11.014. PMID 28024825.{{cite journal}}: CS1 maint: year (link)
Ahmad, A.; Mansoor, A. B.; Mumtaz, R.; Khan, M.; Mirza, S. H. (2014-12-01). "Image processing and classification in diabetic retinopathy: A review". 2014 5th European Workshop on Visual Information Processing (EUVIP). pp. 1–6. doi:10.1109/EUVIP.2014.7018362. ISBN 978-1-4799-4572-6. S2CID 16465894.
Fraz, M. M.; Barman, S. A.; Remagnino, P.; Hoppe, A.; Basit, A.; Uyyanonvara, B.; Rudnicka, A. R.; Owen, C. G. (2012-11-01). "An Approach to Localize the Retinal Blood Vessels Using Bit Planes and Centerline Detection". Comput. Methods Prog. Biomed. 108 (2): 600–616. doi:10.1016/j.cmpb.2011.08.009. ISSN 0169-2607. PMID 21963241.
Saleh, Marwan D.; Eswaran, C. (2012-10-01). "An Automated Decision-support System for Non-proliferative Diabetic Retinopathy Disease Based on MAs and HAs Detection". Comput. Methods Prog. Biomed. 108 (1): 186–196. doi:10.1016/j.cmpb.2012.03.004. ISSN 0169-2607. PMID 22551841.
Antal, B.; Hajdu, A. (2012-06-01). "An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading". IEEE Transactions on Biomedical Engineering. 59 (6): 1720–1726. arXiv:1410.8577. doi:10.1109/TBME.2012.2193126. ISSN 0018-9294. PMID 22481810. S2CID 16382245.
Administrator (2015-05-20). "Review on: Detection of Diabetic Retinopathy using SVM and MDA". International Journal of Computer Applications. 117 (20): 1–3. Bibcode:2015IJCA..117t...1S. doi:10.5120/20667-2485.
Espona, L.; Carreira, M. J.; Ortega, M.; Penedo, M. G. (2007-06-06). "A Snake for Retinal Vessel Segmentation". In Martí, Joan; Benedí, José Miguel; Mendonça, Ana Maria; Serrat, Joan (eds.). Pattern Recognition and Image Analysis. Lecture Notes in Computer Science. Vol. 4478. Springer Berlin Heidelberg. pp. 178–185. doi:10.1007/978-3-540-72849-8_23. ISBN 9783540728481.
Paiva, Omir Antunes; Prevedello, Luciano M. (October 2017). "The potential impact of artificial intelligence in radiology". Radiologia Brasileira. 50 (5): V–VI. doi:10.1590/0100-3984.2017.50.5e1. PMC 5656066. PMID 29085178.
Jha, Saurabh; Topol, Eric J. (13 December 2016). "Adapting to Artificial Intelligence". JAMA. 316 (22): 2353–2354. doi:10.1001/jama.2016.17438. PMID 27898975. S2CID 3662362.

economist.com

"Why scan-reading artificial intelligence is bad news for radiologists". The Economist. 29 November 2017. Retrieved 3 February 2018.

exini.com

"EXINI Diagnostics".

handle.net

hdl.handle.net

Murphy, K.; van Ginneken, B.; Schilham, A. M.; et al. (2009). "A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification". Medical Image Analysis. 13 (5): 757–770. doi:10.1016/j.media.2009.07.001. hdl:2066/81262. PMID 19646913. S2CID 25181663.
Chan, H. P.; Lo, S. C.; Sahiner, B.; et al. (1995). "Computer-aided detection of mammographic microcalcifications: pattern recognition with an artificial neural network". Medical Physics. 22 (10): 1555–1567. Bibcode:1995MedPh..22.1555C. doi:10.1118/1.597428. hdl:2027.42/134770. PMID 8551980.
Martinez-Murcia, F.J.; Gorriz, J.M.; Ramirez, J.; Ortiz, A. (2016). "A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease". Current Alzheimer Research. 13 (5): 575–588. doi:10.2174/1567205013666160314145158. hdl:10481/42543. PMID 26971941. S2CID 30472186.

harvard.edu

ui.adsabs.harvard.edu

Suzuki, K.; Armato, 3rd, S. G.; Li, F.; Sone, S.; Doi, K. (2003). "Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography". Medical Physics. 30 (7): 1602–1617. Bibcode:2003MedPh..30.1602S. doi:10.1118/1.1580485. PMID 12906178.{{cite journal}}: CS1 maint: numeric names: authors list (link)
Chan, H. P.; Lo, S. C.; Sahiner, B.; et al. (1995). "Computer-aided detection of mammographic microcalcifications: pattern recognition with an artificial neural network". Medical Physics. 22 (10): 1555–1567. Bibcode:1995MedPh..22.1555C. doi:10.1118/1.597428. hdl:2027.42/134770. PMID 8551980.
Stoitsis, John; Valavanis, Ioannis; Mougiakakou, Stavroula; Golemati, Spyretta; Nikita, Alexandra; Nikita, Konstantina (2006). "Computer aided diagnosis based on medical image processing and artificial intelligence methods". Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 569 (2): 591–595. Bibcode:2006NIMPA.569..591S. doi:10.1016/j.nima.2006.08.134.
Chen, S.; Suzuki, K.; MacMahon, H. (2011). "Development and evaluation of a computer-aided diagnostic scheme for lung nodule detection in chest radiographs by means of two-stage nodule enhancement with support vector classification". Medical Physics. 38 (4): 1844–1858. Bibcode:2011MedPh..38.1844C. doi:10.1118/1.3561504. PMC 3069992. PMID 21626918.
Giger, Maryellen Lissak; Doi, Kunio; MacMahon, Heber (1988-03-01). "Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields". Medical Physics. 15 (2): 158–166. Bibcode:1988MedPh..15..158G. doi:10.1118/1.596247. ISSN 2473-4209. PMID 3386584.
Chen, Sheng; Zhong, Sikai; Yao, Liping; Shang, Yanfeng; Suzuki, Kenji (2016). "Enhancement of chest radiographs obtained in the intensive care unit through bone suppression and consistent processing". Physics in Medicine and Biology. 61 (6): 2283–2301. Bibcode:2016PMB....61.2283C. doi:10.1088/0031-9155/61/6/2283. PMID 26930386. S2CID 206020910.
Suzuki, Kenji; Yoshida, Hiroyuki; Näppi, Janne; Dachman, Abraham H. (2006-10-01). "Massive-training artificial neural network (MTANN) for reduction of false positives in computer-aided detection of polyps: Suppression of rectal tubes". Medical Physics. 33 (10): 3814–3824. Bibcode:2006MedPh..33.3814S. doi:10.1118/1.2349839. ISSN 2473-4209. PMID 17089846.
Golemati, Spyretta; Patelaki, Eleni; Gastounioti, Aimilia; Andreadis, Ioannis; Liapis, Christos; Nikita, Konstantina (2020). "Motion synchronization patterns of the carotid atheromatous plaque from B-mode ultrasound". Scientific Reports. 10 (1): 11221. Bibcode:2020NatSR..1011221G. doi:10.1038/s41598-020-65340-2. PMC 7343786. PMID 32641773.
Gastounioti, Aimilia; Golemati, Spyretta; Stoitsis, John; Nikita, Konstantina (2013). "Carotid artery wall motion analysis from B-mode ultrasound using adaptive block matching: in silico evaluation and in vivo application". Physics in Medicine and Biology. 58 (24): 8647–8661. Bibcode:2013PMB....58.8647G. doi:10.1088/0031-9155/58/24/8647. PMID 24256708. S2CID 11571104.
Zhang, Yudong; Dong, Zhengchao; Ji, Genlin (2015). "Effect of spider-web-plot in MR brain image classification". Pattern Recognition Letters. 62: 14–16. Bibcode:2015PaReL..62...14Z. doi:10.1016/j.patrec.2015.04.016.
Huang, Kao and Chen (18 June 2007). "A Set of Image Processing Algorithms for Computer-Aided Diagnosis in Nuclear Medicine Whole Body Bone Scan Images". IEEE Transactions on Nuclear Science. 54 (3): 514–522. Bibcode:2007ITNS...54..514H. doi:10.1109/TNS.2007.897830. S2CID 20730927.
Administrator (2015-05-20). "Review on: Detection of Diabetic Retinopathy using SVM and MDA". International Journal of Computer Applications. 117 (20): 1–3. Bibcode:2015IJCA..117t...1S. doi:10.5120/20667-2485.

iiarjournals.org

ar.iiarjournals.org

Abe, Yoshiyuki; Hanai, Kouzo; Nakano, Makiko; Ohkubo, Yasuyuki; Hasizume, Toshinori; Kakizaki, Toru; Nakamura, Masato; Niki, Noboru; Eguchi, Kenji (2005-01-01). "A Computer-aided Diagnosis (CAD) System in Lung Cancer Screening with Computed Tomography". Anticancer Research. 25 (1B): 483–488. ISSN 0250-7005. PMID 15816616.

ijcaonline.org

Administrator (2015-05-20). "Review on: Detection of Diabetic Retinopathy using SVM and MDA". International Journal of Computer Applications. 117 (20): 1–3. Bibcode:2015IJCA..117t...1S. doi:10.5120/20667-2485.

jpier.org

Zhang, Yudong; Wu, L. (2011). "Magnetic Resonance Brain Image Classification by an Improved Artificial Bee Colony Algorithm". Progress in Electromagnetics Research. 2011: 65–79. doi:10.2528/PIER11031709.
Zhang, Yudong; Wang, Shuihua; Dong, Zhengchao (2014). "Classification of Alzheimer Disease Based on Structural Magnetic Resonance Imaging by Kernel Support Vector Machine Decision Tree". Progress in Electromagnetics Research. 144: 185–191. doi:10.2528/PIER13121310.

mechanicalmentor.com

Abedin, Zain ul (2023-11-10). "What is CAD/CAM?". Mechanical Mentor. Retrieved 2024-02-07.

medicalimagingandgraphics.com

Kanazawa, K.; Kawata, Y.; Niki, N.; Satoh, H.; Ohmatsu, H.; Kakinuma, R.; Kaneko, M.; Moriyama, N.; Eguchi, K. (1998-03-01). "Computer-aided diagnosis for pulmonary nodules based on helical CT images". Computerized Medical Imaging and Graphics. 22 (2): 157–167. doi:10.1016/S0895-6111(98)00017-2. ISSN 0895-6111. PMID 9719856.^{[permanent dead link‍]}

newyorker.com

Mukherjee, Siddhartha (27 March 2017). "A.I. Versus M.D." The New Yorker. Retrieved 3 February 2018.

nih.gov

pubmed.ncbi.nlm.nih.gov

Oakden-Rayner, Luke (May 2019). "The Rebirth of CAD: How Is Modern AI Different from the CAD We Know?". Radiology: Artificial Intelligence. 1 (3): e180089. doi:10.1148/ryai.2019180089. ISSN 2638-6100. PMC 8017402. PMID 33937793.
Bird, R. E.; Wallace, T. W.; Yankaskas, B. C. (1992). "Analysis of cancers missed at screening mammography". Radiology. 184 (3): 613–617. doi:10.1148/radiology.184.3.1509041. PMID 1509041.
Baker, J. A.; Rosen, E. L.; Lo, J. Y.; et al. (2003). "Computer-Aided Detection (CAD) in Screening Mammography: Sensitivity of Commercial CAD Systems for Detecting Architectural Distortion". American Journal of Roentgenology. 181 (4): 1083–1088. doi:10.2214/ajr.181.4.1811083. PMID 14500236.
Jang, H. J.; Lee, K. S.; Kwon, O. J.; et al. (1996). "Bronchioloalveolar carcinoma: focal area of ground-glass attenuation at thin-section CT as an early sign". Radiology. 199 (2): 485–488. doi:10.1148/radiology.199.2.8668800. PMID 8668800.
Suzuki, K.; Li, F.; Sone, S.; Doi, K. (2005). "Computer-aided diagnostic scheme for distinction between benign and malignant nodules in thoracic low-dose CT by use of massive training artificial neural network". IEEE Transactions on Medical Imaging. 24 (9): 1138–1150. doi:10.1109/tmi.2005.852048. PMID 16156352. S2CID 2690415.
Lostumbo, A.; Suzuki, K.; Dachman, A. H. (2010). "Flat lesions in CT colonography". Abdom Imaging. 35 (5): 578–583. doi:10.1007/s00261-009-9562-3. PMID 19633882. S2CID 13487349.
Miller RA, Pople Jr HE, and Myers JD (1982). "Internist-I, an experimental computer-based diagnostic consultant for general internal medicine". New England Journal of Medicine. 307 (8): 468–476. doi:10.1056/NEJM198208193070803. PMID 7048091.
Doi K (2007). "Computer-aided diagnosis in medical imaging: historical review, current status and future potential". Computerized Medical Imaging and Graphics. 31 (4): 198–211. doi:10.1016/j.compmedimag.2007.02.002. PMC 1955762. PMID 17349778.
Echegaray, Sebastian; Gevaert, Olivier; Shah, Rajesh; Kamaya, Aya; Louie, John; Kothary, Nishita; Napel, Sandy (18 November 2015). "Core samples for radiomics features that are insensitive to tumor segmentation: method and pilot study using CT images of hepatocellular carcinoma". Journal of Medical Imaging. 2 (4): 041011. doi:10.1117/1.JMI.2.4.041011. PMC 4650964. PMID 26587549.
Murphy, K.; van Ginneken, B.; Schilham, A. M.; et al. (2009). "A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification". Medical Image Analysis. 13 (5): 757–770. doi:10.1016/j.media.2009.07.001. hdl:2066/81262. PMID 19646913. S2CID 25181663.
Suzuki, K.; Armato, 3rd, S. G.; Li, F.; Sone, S.; Doi, K. (2003). "Massive training artificial neural network (MTANN) for reduction of false positives in computerized detection of lung nodules in low-dose computed tomography". Medical Physics. 30 (7): 1602–1617. Bibcode:2003MedPh..30.1602S. doi:10.1118/1.1580485. PMID 12906178.{{cite journal}}: CS1 maint: numeric names: authors list (link)
Chan, H. P.; Lo, S. C.; Sahiner, B.; et al. (1995). "Computer-aided detection of mammographic microcalcifications: pattern recognition with an artificial neural network". Medical Physics. 22 (10): 1555–1567. Bibcode:1995MedPh..22.1555C. doi:10.1118/1.597428. hdl:2027.42/134770. PMID 8551980.
Gletsos, Miltiades; Mougiakakou, Stavroula; Matsopoulos, George; Nikita, Konstantina; Nikita, Alexandra; Kelekis, Dimitrios (2003). "A computer-aided diagnostic system to characterize CT focal liver lesions: design and optimization of a neural network classifier". IEEE Transactions on Information Technology in Biomedicine. 7 (3): 153–162. doi:10.1109/TITB.2003.813793. PMID 14518728. S2CID 18918667.
Mougiakakou, Stavroula; Golemati, Spyretta; Gousias, Ioannis; Nicolaides, Andrew; Nikita, Konstantina (2007). "Computer-aided diagnosis of carotid atherosclerosis based on ultrasound image statistics, laws' texture and neural networks". Ultrasound in Medicine and Biology. 33 (1): 26–36. doi:10.1016/j.ultrasmedbio.2006.07.032. PMID 17189044.
Chen, S.; Suzuki, K.; MacMahon, H. (2011). "Development and evaluation of a computer-aided diagnostic scheme for lung nodule detection in chest radiographs by means of two-stage nodule enhancement with support vector classification". Medical Physics. 38 (4): 1844–1858. Bibcode:2011MedPh..38.1844C. doi:10.1118/1.3561504. PMC 3069992. PMID 21626918.
Papadopoulos, A.; Fotiadis, D. I.; Likas, A. (2005). "Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines". Artif Intell Med. 34 (2): 141–150. doi:10.1016/j.artmed.2004.10.001. PMID 15894178.
Yanase J, Triantaphyllou E (2019). "The Seven Key Challenges for the Future of Computer-Aided Diagnosis in Medicine". International Journal of Medical Informatics. 129: 413–422. doi:10.1016/j.ijmedinf.2019.06.017. PMID 31445285. S2CID 198287435.
Wadhwa, R. R.; Park, D. Y.; Natowicz, M. R. (2018). "The accuracy of computer-based diagnostic tools for the identification of concurrent genetic disorders". American Journal of Medical Genetics Part A. 176 (12): 2704–2709. doi:10.1002/ajmg.a.40651. PMID 30475443. S2CID 53758271.
Bron EE, Smits M, Van Der Flier WM, Vrenken H, Barkhof F, Scheltens P, Papma JM, Steketee RM, Orellana CM, Meijboom R, and Pinto M (2015). "Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CAD Dementia challenge". NeuroImage. 111: 562–579. doi:10.1016/j.neuroimage.2015.01.048. PMC 4943029. PMID 25652394.
Taylor P, Potts HW (2008). "Computer aids and human second reading as interventions in screening mammography: Two systematic reviews to compare effects on cancer detection and recall rate" (PDF). European Journal of Cancer. 44 (6): 798–807. doi:10.1016/j.ejca.2008.02.016. PMID 18353630.
Benjamens, Stan; Dhunnoo, Pranavsingh; Mesko, Bertalan (2020). "The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database". npj Digital Medicine. 3: 118. doi:10.1038/s41746-020-00324-0. PMC 7486909. PMID 32984550.
Abe, Yoshiyuki; Hanai, Kouzo; Nakano, Makiko; Ohkubo, Yasuyuki; Hasizume, Toshinori; Kakizaki, Toru; Nakamura, Masato; Niki, Noboru; Eguchi, Kenji (2005-01-01). "A Computer-aided Diagnosis (CAD) System in Lung Cancer Screening with Computed Tomography". Anticancer Research. 25 (1B): 483–488. ISSN 0250-7005. PMID 15816616.
Wu N, Gamsu G, Czum J, Held B, Thakur R, Nicola G (Mar 2006). "Detection of small pulmonary nodules using direct digital radiography and picture archiving and communication systems". J Thorac Imaging. 21 (1): 27–31. doi:10.1097/01.rti.0000203638.28511.9b. PMID 16538152. S2CID 31230950.
Giger, Maryellen Lissak; Doi, Kunio; MacMahon, Heber (1988-03-01). "Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields". Medical Physics. 15 (2): 158–166. Bibcode:1988MedPh..15..158G. doi:10.1118/1.596247. ISSN 2473-4209. PMID 3386584.
Ginneken, B. Van; Romeny, B. M. Ter Haar; Viergever, M. A. (2001-12-01). "Computer-aided diagnosis in chest radiography: a survey". IEEE Transactions on Medical Imaging. 20 (12): 1228–1241. doi:10.1109/42.974918. ISSN 0278-0062. PMID 11811823. S2CID 6280485.
Coppini, G.; Diciotti, S.; Falchini, M.; Villari, N.; Valli, G. (2003-12-01). "Neural networks for computer-aided diagnosis: detection of lung nodules in chest radiograms". IEEE Transactions on Information Technology in Biomedicine. 7 (4): 344–357. doi:10.1109/TITB.2003.821313. ISSN 1089-7771. PMID 15000360. S2CID 15121082.
Giger, M. L.; Bae, K. T.; MacMahon, H. (1994-04-01). "Computerized detection of pulmonary nodules in computed tomography images". Investigative Radiology. 29 (4): 459–465. doi:10.1097/00004424-199404000-00013. ISSN 0020-9996. PMID 8034453. S2CID 9800069.
Kanazawa, K.; Kawata, Y.; Niki, N.; Satoh, H.; Ohmatsu, H.; Kakinuma, R.; Kaneko, M.; Moriyama, N.; Eguchi, K. (1998-03-01). "Computer-aided diagnosis for pulmonary nodules based on helical CT images". Computerized Medical Imaging and Graphics. 22 (2): 157–167. doi:10.1016/S0895-6111(98)00017-2. ISSN 0895-6111. PMID 9719856.^{[permanent dead link‍]}
Chen, Sheng; Zhong, Sikai; Yao, Liping; Shang, Yanfeng; Suzuki, Kenji (2016). "Enhancement of chest radiographs obtained in the intensive care unit through bone suppression and consistent processing". Physics in Medicine and Biology. 61 (6): 2283–2301. Bibcode:2016PMB....61.2283C. doi:10.1088/0031-9155/61/6/2283. PMID 26930386. S2CID 206020910.
Chen, S.; Suzuki, K. (2014-02-01). "Separation of Bones From Chest Radiographs by Means of Anatomically Specific Multiple Massive-Training ANNs Combined With Total Variation Minimization Smoothing". IEEE Transactions on Medical Imaging. 33 (2): 246–257. doi:10.1109/TMI.2013.2284016. ISSN 0278-0062. PMID 24132005. S2CID 922550.
Suzuki, K.; Abe, H.; MacMahon, H.; Doi, K. (2006-04-01). "Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)". IEEE Transactions on Medical Imaging. 25 (4): 406–416. CiteSeerX 10.1.1.589.8748. doi:10.1109/TMI.2006.871549. ISSN 0278-0062. PMID 16608057. S2CID 17961280.
LOOG, M; VANGINNEKEN, B; SCHILHAM, A (2006-12-01). "Filter learning: Application to suppression of bony structures from chest radiographs". Medical Image Analysis. 10 (6): 826–840. doi:10.1016/j.media.2006.06.002. ISSN 1361-8415. PMID 16859953.
Chen, S.; Suzuki, K. (2013-02-01). "Computerized Detection of Lung Nodules by Means of #x201C;Virtual Dual-Energy #x201D; Radiography". IEEE Transactions on Biomedical Engineering. 60 (2): 369–378. doi:10.1109/TBME.2012.2226583. ISSN 0018-9294. PMC 4283823. PMID 23193306.
Bell, L.T.O.; Gandhi, S. (2018). "A comparison of computer-assisted detection (CAD) programs for the identification of colorectal polyps: Performance and sensitivity analysis, current limitations and practical tips for radiologists". Clinical Radiology. 73 (6): 593.e11–593.e18. doi:10.1016/j.crad.2018.02.009. PMID 29602538. S2CID 4500060.
Suzuki, Kenji; Yoshida, Hiroyuki; Näppi, Janne; Dachman, Abraham H. (2006-10-01). "Massive-training artificial neural network (MTANN) for reduction of false positives in computer-aided detection of polyps: Suppression of rectal tubes". Medical Physics. 33 (10): 3814–3824. Bibcode:2006MedPh..33.3814S. doi:10.1118/1.2349839. ISSN 2473-4209. PMID 17089846.
Gastounioti, Aimilia; Makrodimitris, Stavros; Golemati, Spyretta; Kadoglou, Nikolaos; Liapis, Christos; Nikita, Konstantina (2014). "A novel computerized tool to stratify risk in carotid atherosclerosis using kinematic features of the arterial wall". IEEE Journal of Biomedical and Health Informatics. 19 (3): 1137–1145. doi:10.1109/JBHI.2014.2329604. PMID 24951709. S2CID 5924749.
Golemati, Spyretta; Gastounioti, Aimilia; Nikita, Konstantina (2013). "Toward novel noninvasive and low-cost markers for predicting strokes in asymptomatic carotid atherosclerosis: the role of ultrasound image analysis". IEEE Transactions on Biomedical Engineering. 60 (3): 652–658. doi:10.1109/TBME.2013.2244601. PMID 23380846. S2CID 5653986.
Golemati, Spyretta; Patelaki, Eleni; Gastounioti, Aimilia; Andreadis, Ioannis; Liapis, Christos; Nikita, Konstantina (2020). "Motion synchronization patterns of the carotid atheromatous plaque from B-mode ultrasound". Scientific Reports. 10 (1): 11221. Bibcode:2020NatSR..1011221G. doi:10.1038/s41598-020-65340-2. PMC 7343786. PMID 32641773.
Rizi, Fereshteh; Au, Jason; Yli-Ollila, Heikki; Golemati, Spyretta; Makunaite, Monika; Orkisz, Maciej; Navab, Nassir; MacDonald, Maureen; Laitinen, Tiina Marja; Behnam, Hamid; Gao, Zhifan; Gastounioti, Aimilia; Jurkonis, Rytis; Vray, Didier; Laitinen, Tomi; Serusclat, Andre; Nikita, Konstantina; Zahnd, Guillaume (2020). "Carotid Wall Longitudinal Motion in Ultrasound Imaging: An Expert Consensus Review". Ultrasound in Medicine and Biology. 46 (10): 2605–2624. doi:10.1016/j.ultrasmedbio.2020.06.006. PMID 32709520. S2CID 225545904.
Gastounioti, Aimilia; Golemati, Spyretta; Stoitsis, John; Nikita, Konstantina (2013). "Carotid artery wall motion analysis from B-mode ultrasound using adaptive block matching: in silico evaluation and in vivo application". Physics in Medicine and Biology. 58 (24): 8647–8661. Bibcode:2013PMB....58.8647G. doi:10.1088/0031-9155/58/24/8647. PMID 24256708. S2CID 11571104.
Gastounioti, Aimilia; Kolias, Vasileios; Golemati, Spyretta; Tsiaparas, Nikolaos; Matsakou, Aikaterini; Stoitsis, John; Kadoglou, Nikolaos; Gkekas, Christos; Kakisis, John; Liapis, Christos; Karakitsos, Petros; Sarafis, Ioannis; Angelidis, Padelis; Nikita, Konstantina (2014). "CAROTID - a web-based platform for optimal personalized management of atherosclerotic patients". Computer Methods and Programs in Biomedicine. 114 (2): 183–193. doi:10.1016/j.cmpb.2014.02.006. PMID 24636805.
Goldenberg, Roman; Eilot, Dov; Begelman, Grigory; Walach, Eugene; Ben-Ishai, Eyal; Peled, Nathan (2012). "Computer-aided simple triage (CAST) for coronary CT angiography (CCTA)". International Journal of Computer Assisted Radiology and Surgery. 7 (6): 819–827. doi:10.1007/s11548-012-0684-7. ISSN 1861-6410. PMID 22484719. S2CID 5627031.
Zhang, Y.; Wang, S. (2013). "An MR Brain Images Classifier System via Particle Swarm Optimization and Kernel Support Vector Machine". The Scientific World Journal. 2013: 130134. doi:10.1155/2013/130134. PMC 3791634. PMID 24163610.
Signaevsky, Maxim; Prastawa, Marcel; Farrell, Kurt; Tabish, Nabil; Baldwin, Elena; Han, Natalia; Iida, Megan; Koll, John; Bryce, Clare; Purohit, Dushyant; Haroutunian, Vahram; McKee, Ann; Stein, Thor; White-III, Charles; Walker, Jamie; Richardson, Timothy; Hanson, Russell; Cordon-Cardo, Carlos; Donovan, Michael; Zeineh, Jack; Fernandez, Gerardo; Crary, John (2019). "Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy". Laboratory Investigation. 99 (7): 1019–1029. doi:10.1038/s41374-019-0202-4. PMC 7684013. PMID 30770886.
Friston, K.; Poline, J-P.; Holmes, C.J.; Frith, C.D.; Frackowiak, R.S. (1996). "A multivariate Analysis of PET activation studies". Hum. Brain Mapp. 4 (2): 140–151. doi:10.1002/(SICI)1097-0193(1996)4:2<140::AID-HBM5>3.0.CO;2-3. PMID 20408193. S2CID 9074888.
Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Illán, I.A. (2013). "Functional activity maps based on significance measures and Independent Component Analysis". Computer Methods and Programs in Biomedicine. 111 (1): 255–268. doi:10.1016/j.cmpb.2013.03.015. PMC 6701938. PMID 23660005.
Dong, Z.C. (2015). "Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning". Frontiers in Computational Neuroscience. 66 (9): 66. doi:10.3389/fncom.2015.00066. PMC 4451357. PMID 26082713.
Zhang, J.; Yu, C.; Jiang, G.; Liu, W.; Tong, L. (2012). "3d texture analysis on mri images of alzheimer's disease". Brain Imaging and Behavior. 6 (1): 61–69. doi:10.1007/s11682-011-9142-3. PMID 22101754. S2CID 10069584.
Chupin, Marie; Gérardin, Emilie; Cuingnet, Rémi; Boutet, Claire; Lemieux, Louis; Lehéricy, Stéphane; Benali, Habib; Garnero, Line; Colliot, Olivier (2009). "Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI". Hippocampus. 19 (6): 579–587. doi:10.1002/hipo.20626. PMC 2837195. PMID 19437497.
Martinez-Murcia, F.J.; Gorriz, J.M.; Ramirez, J.; Ortiz, A. (2016). "A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease". Current Alzheimer Research. 13 (5): 575–588. doi:10.2174/1567205013666160314145158. hdl:10481/42543. PMID 26971941. S2CID 30472186.
Tufail, A; Rudisill, C; Egan, C; Kapetanakis, VV; Salas-Vega, S; Owen, CG; Lee, A; Louw, V; Anderson, J; Liew, G; Bolter, L; Srinivas, S; Nittala, M; Sadda, S; Taylor, P; Rudnicka, AR (n.d.). "Automated diabetic retinopathy image assessment software: diagnostic accuracy and cost-effectiveness compared to human graders". Ophthalmology. 124 (3): 343–351. doi:10.1016/j.ophtha.2016.11.014. PMID 28024825.{{cite journal}}: CS1 maint: year (link)
Fraz, M. M.; Barman, S. A.; Remagnino, P.; Hoppe, A.; Basit, A.; Uyyanonvara, B.; Rudnicka, A. R.; Owen, C. G. (2012-11-01). "An Approach to Localize the Retinal Blood Vessels Using Bit Planes and Centerline Detection". Comput. Methods Prog. Biomed. 108 (2): 600–616. doi:10.1016/j.cmpb.2011.08.009. ISSN 0169-2607. PMID 21963241.
Saleh, Marwan D.; Eswaran, C. (2012-10-01). "An Automated Decision-support System for Non-proliferative Diabetic Retinopathy Disease Based on MAs and HAs Detection". Comput. Methods Prog. Biomed. 108 (1): 186–196. doi:10.1016/j.cmpb.2012.03.004. ISSN 0169-2607. PMID 22551841.
Antal, B.; Hajdu, A. (2012-06-01). "An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading". IEEE Transactions on Biomedical Engineering. 59 (6): 1720–1726. arXiv:1410.8577. doi:10.1109/TBME.2012.2193126. ISSN 0018-9294. PMID 22481810. S2CID 16382245.
Paiva, Omir Antunes; Prevedello, Luciano M. (October 2017). "The potential impact of artificial intelligence in radiology". Radiologia Brasileira. 50 (5): V–VI. doi:10.1590/0100-3984.2017.50.5e1. PMC 5656066. PMID 29085178.
Jha, Saurabh; Topol, Eric J. (13 December 2016). "Adapting to Artificial Intelligence". JAMA. 316 (22): 2353–2354. doi:10.1001/jama.2016.17438. PMID 27898975. S2CID 3662362.

ncbi.nlm.nih.gov

Oakden-Rayner, Luke (May 2019). "The Rebirth of CAD: How Is Modern AI Different from the CAD We Know?". Radiology: Artificial Intelligence. 1 (3): e180089. doi:10.1148/ryai.2019180089. ISSN 2638-6100. PMC 8017402. PMID 33937793.
Doi K (2007). "Computer-aided diagnosis in medical imaging: historical review, current status and future potential". Computerized Medical Imaging and Graphics. 31 (4): 198–211. doi:10.1016/j.compmedimag.2007.02.002. PMC 1955762. PMID 17349778.
Echegaray, Sebastian; Gevaert, Olivier; Shah, Rajesh; Kamaya, Aya; Louie, John; Kothary, Nishita; Napel, Sandy (18 November 2015). "Core samples for radiomics features that are insensitive to tumor segmentation: method and pilot study using CT images of hepatocellular carcinoma". Journal of Medical Imaging. 2 (4): 041011. doi:10.1117/1.JMI.2.4.041011. PMC 4650964. PMID 26587549.
Chen, S.; Suzuki, K.; MacMahon, H. (2011). "Development and evaluation of a computer-aided diagnostic scheme for lung nodule detection in chest radiographs by means of two-stage nodule enhancement with support vector classification". Medical Physics. 38 (4): 1844–1858. Bibcode:2011MedPh..38.1844C. doi:10.1118/1.3561504. PMC 3069992. PMID 21626918.
Bron EE, Smits M, Van Der Flier WM, Vrenken H, Barkhof F, Scheltens P, Papma JM, Steketee RM, Orellana CM, Meijboom R, and Pinto M (2015). "Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CAD Dementia challenge". NeuroImage. 111: 562–579. doi:10.1016/j.neuroimage.2015.01.048. PMC 4943029. PMID 25652394.
Benjamens, Stan; Dhunnoo, Pranavsingh; Mesko, Bertalan (2020). "The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database". npj Digital Medicine. 3: 118. doi:10.1038/s41746-020-00324-0. PMC 7486909. PMID 32984550.
Chen, S.; Suzuki, K. (2013-02-01). "Computerized Detection of Lung Nodules by Means of #x201C;Virtual Dual-Energy #x201D; Radiography". IEEE Transactions on Biomedical Engineering. 60 (2): 369–378. doi:10.1109/TBME.2012.2226583. ISSN 0018-9294. PMC 4283823. PMID 23193306.
Golemati, Spyretta; Patelaki, Eleni; Gastounioti, Aimilia; Andreadis, Ioannis; Liapis, Christos; Nikita, Konstantina (2020). "Motion synchronization patterns of the carotid atheromatous plaque from B-mode ultrasound". Scientific Reports. 10 (1): 11221. Bibcode:2020NatSR..1011221G. doi:10.1038/s41598-020-65340-2. PMC 7343786. PMID 32641773.
Zhang, Y.; Wang, S. (2013). "An MR Brain Images Classifier System via Particle Swarm Optimization and Kernel Support Vector Machine". The Scientific World Journal. 2013: 130134. doi:10.1155/2013/130134. PMC 3791634. PMID 24163610.
Signaevsky, Maxim; Prastawa, Marcel; Farrell, Kurt; Tabish, Nabil; Baldwin, Elena; Han, Natalia; Iida, Megan; Koll, John; Bryce, Clare; Purohit, Dushyant; Haroutunian, Vahram; McKee, Ann; Stein, Thor; White-III, Charles; Walker, Jamie; Richardson, Timothy; Hanson, Russell; Cordon-Cardo, Carlos; Donovan, Michael; Zeineh, Jack; Fernandez, Gerardo; Crary, John (2019). "Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy". Laboratory Investigation. 99 (7): 1019–1029. doi:10.1038/s41374-019-0202-4. PMC 7684013. PMID 30770886.
Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Puntonet, C.G.; Illán, I.A. (2013). "Functional activity maps based on significance measures and Independent Component Analysis". Computer Methods and Programs in Biomedicine. 111 (1): 255–268. doi:10.1016/j.cmpb.2013.03.015. PMC 6701938. PMID 23660005.
Dong, Z.C. (2015). "Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning". Frontiers in Computational Neuroscience. 66 (9): 66. doi:10.3389/fncom.2015.00066. PMC 4451357. PMID 26082713.
Chupin, Marie; Gérardin, Emilie; Cuingnet, Rémi; Boutet, Claire; Lemieux, Louis; Lehéricy, Stéphane; Benali, Habib; Garnero, Line; Colliot, Olivier (2009). "Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI". Hippocampus. 19 (6): 579–587. doi:10.1002/hipo.20626. PMC 2837195. PMID 19437497.
Paiva, Omir Antunes; Prevedello, Luciano M. (October 2017). "The potential impact of artificial intelligence in radiology". Radiologia Brasileira. 50 (5): V–VI. doi:10.1590/0100-3984.2017.50.5e1. PMC 5656066. PMID 29085178.

psu.edu

citeseerx.ist.psu.edu

Suzuki, K.; Abe, H.; MacMahon, H.; Doi, K. (2006-04-01). "Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)". IEEE Transactions on Medical Imaging. 25 (4): 406–416. CiteSeerX 10.1.1.589.8748. doi:10.1109/TMI.2006.871549. ISSN 0278-0062. PMID 16608057. S2CID 17961280.

semanticscholar.org

api.semanticscholar.org

Suzuki, K.; Li, F.; Sone, S.; Doi, K. (2005). "Computer-aided diagnostic scheme for distinction between benign and malignant nodules in thoracic low-dose CT by use of massive training artificial neural network". IEEE Transactions on Medical Imaging. 24 (9): 1138–1150. doi:10.1109/tmi.2005.852048. PMID 16156352. S2CID 2690415.
Lostumbo, A.; Suzuki, K.; Dachman, A. H. (2010). "Flat lesions in CT colonography". Abdom Imaging. 35 (5): 578–583. doi:10.1007/s00261-009-9562-3. PMID 19633882. S2CID 13487349.
Yanase J, Triantaphyllou E (2019). "A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments". Expert Systems with Applications. 138: 112821. doi:10.1016/j.eswa.2019.112821. S2CID 199019309.
Shortliffe EH, and Buchanan BG (1975). "A model of inexact reasoning in medicine". Mathematical Biosciences. 23 (3–4): 351–379. doi:10.1016/0025-5564(75)90047-4. S2CID 118063112.
Murphy, K.; van Ginneken, B.; Schilham, A. M.; et al. (2009). "A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification". Medical Image Analysis. 13 (5): 757–770. doi:10.1016/j.media.2009.07.001. hdl:2066/81262. PMID 19646913. S2CID 25181663.
Gletsos, Miltiades; Mougiakakou, Stavroula; Matsopoulos, George; Nikita, Konstantina; Nikita, Alexandra; Kelekis, Dimitrios (2003). "A computer-aided diagnostic system to characterize CT focal liver lesions: design and optimization of a neural network classifier". IEEE Transactions on Information Technology in Biomedicine. 7 (3): 153–162. doi:10.1109/TITB.2003.813793. PMID 14518728. S2CID 18918667.
Wollenweber T.; Janke B.; Teichmann A.; Freund M. (2007). "Korrelation zwischen histologischem Befund und einem Computer-assistierten Detektionssystem (CAD) für die Mammografie". Geburtsh Frauenheilk. 67 (2): 135–141. doi:10.1055/s-2006-955983. S2CID 73122975.
Yanase J, Triantaphyllou E (2019). "The Seven Key Challenges for the Future of Computer-Aided Diagnosis in Medicine". International Journal of Medical Informatics. 129: 413–422. doi:10.1016/j.ijmedinf.2019.06.017. PMID 31445285. S2CID 198287435.
Wadhwa, R. R.; Park, D. Y.; Natowicz, M. R. (2018). "The accuracy of computer-based diagnostic tools for the identification of concurrent genetic disorders". American Journal of Medical Genetics Part A. 176 (12): 2704–2709. doi:10.1002/ajmg.a.40651. PMID 30475443. S2CID 53758271.
Wu N, Gamsu G, Czum J, Held B, Thakur R, Nicola G (Mar 2006). "Detection of small pulmonary nodules using direct digital radiography and picture archiving and communication systems". J Thorac Imaging. 21 (1): 27–31. doi:10.1097/01.rti.0000203638.28511.9b. PMID 16538152. S2CID 31230950.
Ginneken, B. Van; Romeny, B. M. Ter Haar; Viergever, M. A. (2001-12-01). "Computer-aided diagnosis in chest radiography: a survey". IEEE Transactions on Medical Imaging. 20 (12): 1228–1241. doi:10.1109/42.974918. ISSN 0278-0062. PMID 11811823. S2CID 6280485.
Coppini, G.; Diciotti, S.; Falchini, M.; Villari, N.; Valli, G. (2003-12-01). "Neural networks for computer-aided diagnosis: detection of lung nodules in chest radiograms". IEEE Transactions on Information Technology in Biomedicine. 7 (4): 344–357. doi:10.1109/TITB.2003.821313. ISSN 1089-7771. PMID 15000360. S2CID 15121082.
Giger, M. L.; Bae, K. T.; MacMahon, H. (1994-04-01). "Computerized detection of pulmonary nodules in computed tomography images". Investigative Radiology. 29 (4): 459–465. doi:10.1097/00004424-199404000-00013. ISSN 0020-9996. PMID 8034453. S2CID 9800069.
Chen, Sheng; Zhong, Sikai; Yao, Liping; Shang, Yanfeng; Suzuki, Kenji (2016). "Enhancement of chest radiographs obtained in the intensive care unit through bone suppression and consistent processing". Physics in Medicine and Biology. 61 (6): 2283–2301. Bibcode:2016PMB....61.2283C. doi:10.1088/0031-9155/61/6/2283. PMID 26930386. S2CID 206020910.
Chen, S.; Suzuki, K. (2014-02-01). "Separation of Bones From Chest Radiographs by Means of Anatomically Specific Multiple Massive-Training ANNs Combined With Total Variation Minimization Smoothing". IEEE Transactions on Medical Imaging. 33 (2): 246–257. doi:10.1109/TMI.2013.2284016. ISSN 0278-0062. PMID 24132005. S2CID 922550.
Suzuki, K.; Abe, H.; MacMahon, H.; Doi, K. (2006-04-01). "Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)". IEEE Transactions on Medical Imaging. 25 (4): 406–416. CiteSeerX 10.1.1.589.8748. doi:10.1109/TMI.2006.871549. ISSN 0278-0062. PMID 16608057. S2CID 17961280.
Bell, L.T.O.; Gandhi, S. (2018). "A comparison of computer-assisted detection (CAD) programs for the identification of colorectal polyps: Performance and sensitivity analysis, current limitations and practical tips for radiologists". Clinical Radiology. 73 (6): 593.e11–593.e18. doi:10.1016/j.crad.2018.02.009. PMID 29602538. S2CID 4500060.
Gastounioti, Aimilia; Makrodimitris, Stavros; Golemati, Spyretta; Kadoglou, Nikolaos; Liapis, Christos; Nikita, Konstantina (2014). "A novel computerized tool to stratify risk in carotid atherosclerosis using kinematic features of the arterial wall". IEEE Journal of Biomedical and Health Informatics. 19 (3): 1137–1145. doi:10.1109/JBHI.2014.2329604. PMID 24951709. S2CID 5924749.
Golemati, Spyretta; Gastounioti, Aimilia; Nikita, Konstantina (2013). "Toward novel noninvasive and low-cost markers for predicting strokes in asymptomatic carotid atherosclerosis: the role of ultrasound image analysis". IEEE Transactions on Biomedical Engineering. 60 (3): 652–658. doi:10.1109/TBME.2013.2244601. PMID 23380846. S2CID 5653986.
Rizi, Fereshteh; Au, Jason; Yli-Ollila, Heikki; Golemati, Spyretta; Makunaite, Monika; Orkisz, Maciej; Navab, Nassir; MacDonald, Maureen; Laitinen, Tiina Marja; Behnam, Hamid; Gao, Zhifan; Gastounioti, Aimilia; Jurkonis, Rytis; Vray, Didier; Laitinen, Tomi; Serusclat, Andre; Nikita, Konstantina; Zahnd, Guillaume (2020). "Carotid Wall Longitudinal Motion in Ultrasound Imaging: An Expert Consensus Review". Ultrasound in Medicine and Biology. 46 (10): 2605–2624. doi:10.1016/j.ultrasmedbio.2020.06.006. PMID 32709520. S2CID 225545904.
Golemati, Spyretta; Gastounioti, Aimilia; Nikita, Konstantina (2016). "Ultrasound-Image-Based Cardiovascular Tissue Motion Estimation". IEEE Reviews on Biomedical Engineering. 9: 208–218. doi:10.1109/RBME.2016.2558147. S2CID 23333131.
Gastounioti, Aimilia; Golemati, Spyretta; Stoitsis, John; Nikita, Konstantina (2013). "Carotid artery wall motion analysis from B-mode ultrasound using adaptive block matching: in silico evaluation and in vivo application". Physics in Medicine and Biology. 58 (24): 8647–8661. Bibcode:2013PMB....58.8647G. doi:10.1088/0031-9155/58/24/8647. PMID 24256708. S2CID 11571104.
Goldenberg, Roman; Eilot, Dov; Begelman, Grigory; Walach, Eugene; Ben-Ishai, Eyal; Peled, Nathan (2012). "Computer-aided simple triage (CAST) for coronary CT angiography (CCTA)". International Journal of Computer Assisted Radiology and Surgery. 7 (6): 819–827. doi:10.1007/s11548-012-0684-7. ISSN 1861-6410. PMID 22484719. S2CID 5627031.
Padma, A.; Sukanesh, R. (2014). "Segmentation and Classification of Brain CT Images Using Combined Wavelet Statistical Texture Features". Arabian Journal for Science and Engineering. 39 (2): 767–776. doi:10.1007/s13369-013-0649-3. S2CID 62615810.
Friston, K.; Poline, J-P.; Holmes, C.J.; Frith, C.D.; Frackowiak, R.S. (1996). "A multivariate Analysis of PET activation studies". Hum. Brain Mapp. 4 (2): 140–151. doi:10.1002/(SICI)1097-0193(1996)4:2<140::AID-HBM5>3.0.CO;2-3. PMID 20408193. S2CID 9074888.
Zhang, J.; Yu, C.; Jiang, G.; Liu, W.; Tong, L. (2012). "3d texture analysis on mri images of alzheimer's disease". Brain Imaging and Behavior. 6 (1): 61–69. doi:10.1007/s11682-011-9142-3. PMID 22101754. S2CID 10069584.
Martinez-Murcia, F.J.; Gorriz, J.M.; Ramirez, J.; Ortiz, A. (2016). "A Spherical Brain Mapping of MR Images for the Detection of Alzheimer's Disease". Current Alzheimer Research. 13 (5): 575–588. doi:10.2174/1567205013666160314145158. hdl:10481/42543. PMID 26971941. S2CID 30472186.
Huang, Kao and Chen (18 June 2007). "A Set of Image Processing Algorithms for Computer-Aided Diagnosis in Nuclear Medicine Whole Body Bone Scan Images". IEEE Transactions on Nuclear Science. 54 (3): 514–522. Bibcode:2007ITNS...54..514H. doi:10.1109/TNS.2007.897830. S2CID 20730927.
Kaur, M; Talwar, R (2014). "Review on: blood vessel extraction and eye retinopathy detection". International Journal of Computer Science and Information Technologies. 5 (6): 7513–7516. S2CID 17460643.
Ahmad, A.; Mansoor, A. B.; Mumtaz, R.; Khan, M.; Mirza, S. H. (2014-12-01). "Image processing and classification in diabetic retinopathy: A review". 2014 5th European Workshop on Visual Information Processing (EUVIP). pp. 1–6. doi:10.1109/EUVIP.2014.7018362. ISBN 978-1-4799-4572-6. S2CID 16465894.
Antal, B.; Hajdu, A. (2012-06-01). "An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading". IEEE Transactions on Biomedical Engineering. 59 (6): 1720–1726. arXiv:1410.8577. doi:10.1109/TBME.2012.2193126. ISSN 0018-9294. PMID 22481810. S2CID 16382245.
Jha, Saurabh; Topol, Eric J. (13 December 2016). "Adapting to Artificial Intelligence". JAMA. 316 (22): 2353–2354. doi:10.1001/jama.2016.17438. PMID 27898975. S2CID 3662362.

springer.com

link.springer.com

Goldenberg, Roman; Eilot, Dov; Begelman, Grigory; Walach, Eugene; Ben-Ishai, Eyal; Peled, Nathan (2012). "Computer-aided simple triage (CAST) for coronary CT angiography (CCTA)". International Journal of Computer Assisted Radiology and Surgery. 7 (6): 819–827. doi:10.1007/s11548-012-0684-7. ISSN 1861-6410. PMID 22484719. S2CID 5627031.

tue.nl

research.tue.nl

Ginneken, B. Van; Romeny, B. M. Ter Haar; Viergever, M. A. (2001-12-01). "Computer-aided diagnosis in chest radiography: a survey". IEEE Transactions on Medical Imaging. 20 (12): 1228–1241. doi:10.1109/42.974918. ISSN 0278-0062. PMID 11811823. S2CID 6280485.

ucl.ac.uk

discovery.ucl.ac.uk

Taylor P, Potts HW (2008). "Computer aids and human second reading as interventions in screening mammography: Two systematic reviews to compare effects on cancer detection and recall rate" (PDF). European Journal of Cancer. 44 (6): 798–807. doi:10.1016/j.ejca.2008.02.016. PMID 18353630.

web.archive.org

Richard M. Karp (1972). "Reducibility Among Combinatorial Problems" (PDF). In R. E. Miller; J. W. Thatcher (eds.). Complexity of Computer Computations. New York: Plenum. pp. 85–103. Archived from the original (PDF) on 2011-06-29. Retrieved 2019-08-14.

worldcat.org

search.worldcat.org

Oakden-Rayner, Luke (May 2019). "The Rebirth of CAD: How Is Modern AI Different from the CAD We Know?". Radiology: Artificial Intelligence. 1 (3): e180089. doi:10.1148/ryai.2019180089. ISSN 2638-6100. PMC 8017402. PMID 33937793.
Abe, Yoshiyuki; Hanai, Kouzo; Nakano, Makiko; Ohkubo, Yasuyuki; Hasizume, Toshinori; Kakizaki, Toru; Nakamura, Masato; Niki, Noboru; Eguchi, Kenji (2005-01-01). "A Computer-aided Diagnosis (CAD) System in Lung Cancer Screening with Computed Tomography". Anticancer Research. 25 (1B): 483–488. ISSN 0250-7005. PMID 15816616.
Giger, Maryellen Lissak; Doi, Kunio; MacMahon, Heber (1988-03-01). "Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields". Medical Physics. 15 (2): 158–166. Bibcode:1988MedPh..15..158G. doi:10.1118/1.596247. ISSN 2473-4209. PMID 3386584.
Ginneken, B. Van; Romeny, B. M. Ter Haar; Viergever, M. A. (2001-12-01). "Computer-aided diagnosis in chest radiography: a survey". IEEE Transactions on Medical Imaging. 20 (12): 1228–1241. doi:10.1109/42.974918. ISSN 0278-0062. PMID 11811823. S2CID 6280485.
Coppini, G.; Diciotti, S.; Falchini, M.; Villari, N.; Valli, G. (2003-12-01). "Neural networks for computer-aided diagnosis: detection of lung nodules in chest radiograms". IEEE Transactions on Information Technology in Biomedicine. 7 (4): 344–357. doi:10.1109/TITB.2003.821313. ISSN 1089-7771. PMID 15000360. S2CID 15121082.
Giger, M. L.; Bae, K. T.; MacMahon, H. (1994-04-01). "Computerized detection of pulmonary nodules in computed tomography images". Investigative Radiology. 29 (4): 459–465. doi:10.1097/00004424-199404000-00013. ISSN 0020-9996. PMID 8034453. S2CID 9800069.
Kanazawa, K.; Kawata, Y.; Niki, N.; Satoh, H.; Ohmatsu, H.; Kakinuma, R.; Kaneko, M.; Moriyama, N.; Eguchi, K. (1998-03-01). "Computer-aided diagnosis for pulmonary nodules based on helical CT images". Computerized Medical Imaging and Graphics. 22 (2): 157–167. doi:10.1016/S0895-6111(98)00017-2. ISSN 0895-6111. PMID 9719856.^{[permanent dead link‍]}
Chen, S.; Suzuki, K. (2014-02-01). "Separation of Bones From Chest Radiographs by Means of Anatomically Specific Multiple Massive-Training ANNs Combined With Total Variation Minimization Smoothing". IEEE Transactions on Medical Imaging. 33 (2): 246–257. doi:10.1109/TMI.2013.2284016. ISSN 0278-0062. PMID 24132005. S2CID 922550.
Suzuki, K.; Abe, H.; MacMahon, H.; Doi, K. (2006-04-01). "Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)". IEEE Transactions on Medical Imaging. 25 (4): 406–416. CiteSeerX 10.1.1.589.8748. doi:10.1109/TMI.2006.871549. ISSN 0278-0062. PMID 16608057. S2CID 17961280.
LOOG, M; VANGINNEKEN, B; SCHILHAM, A (2006-12-01). "Filter learning: Application to suppression of bony structures from chest radiographs". Medical Image Analysis. 10 (6): 826–840. doi:10.1016/j.media.2006.06.002. ISSN 1361-8415. PMID 16859953.
Chen, S.; Suzuki, K. (2013-02-01). "Computerized Detection of Lung Nodules by Means of #x201C;Virtual Dual-Energy #x201D; Radiography". IEEE Transactions on Biomedical Engineering. 60 (2): 369–378. doi:10.1109/TBME.2012.2226583. ISSN 0018-9294. PMC 4283823. PMID 23193306.
Suzuki, Kenji; Yoshida, Hiroyuki; Näppi, Janne; Dachman, Abraham H. (2006-10-01). "Massive-training artificial neural network (MTANN) for reduction of false positives in computer-aided detection of polyps: Suppression of rectal tubes". Medical Physics. 33 (10): 3814–3824. Bibcode:2006MedPh..33.3814S. doi:10.1118/1.2349839. ISSN 2473-4209. PMID 17089846.
Goldenberg, Roman; Eilot, Dov; Begelman, Grigory; Walach, Eugene; Ben-Ishai, Eyal; Peled, Nathan (2012). "Computer-aided simple triage (CAST) for coronary CT angiography (CCTA)". International Journal of Computer Assisted Radiology and Surgery. 7 (6): 819–827. doi:10.1007/s11548-012-0684-7. ISSN 1861-6410. PMID 22484719. S2CID 5627031.
Fraz, M. M.; Barman, S. A.; Remagnino, P.; Hoppe, A.; Basit, A.; Uyyanonvara, B.; Rudnicka, A. R.; Owen, C. G. (2012-11-01). "An Approach to Localize the Retinal Blood Vessels Using Bit Planes and Centerline Detection". Comput. Methods Prog. Biomed. 108 (2): 600–616. doi:10.1016/j.cmpb.2011.08.009. ISSN 0169-2607. PMID 21963241.
Saleh, Marwan D.; Eswaran, C. (2012-10-01). "An Automated Decision-support System for Non-proliferative Diabetic Retinopathy Disease Based on MAs and HAs Detection". Comput. Methods Prog. Biomed. 108 (1): 186–196. doi:10.1016/j.cmpb.2012.03.004. ISSN 0169-2607. PMID 22551841.
Antal, B.; Hajdu, A. (2012-06-01). "An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading". IEEE Transactions on Biomedical Engineering. 59 (6): 1720–1726. arXiv:1410.8577. doi:10.1109/TBME.2012.2193126. ISSN 0018-9294. PMID 22481810. S2CID 16382245.