U-Net (Vietnamese Wikipedia)

Analysis of information sources in references of the Wikipedia article "U-Net" in Vietnamese language version.

Last modified: 16:40:08, 25 September 2026 (UTC)

Ref.Un. Ref.Website

Global rank Vietnamese rank

3812doi.org

2^nd place

3^rd place

215arxiv.org

49^th place

61^st place

145worldcat.org

4^th place

9^th place

71wiley.com

150^th place

200^th place

64thecvf.com

low place

64nih.gov

5^th place

8^th place

43springer.com

182^nd place

350^th place

42sciencedirect.com

137^th place

183^rd place

21neurips.cc

low place

5,500^th place

11ieee.org

912^th place

855^th place

11nature.com

207^th place

221^st place

arxiv.org (Global: 49^th place; Vietnamese: 61^st place)

Ronneberger, Olaf; Fischer, Philipp; Brox, Thomas (2015). "U-Net: Convolutional Networks for Biomedical Image Segmentation". Medical Image Computing and Computer-Assisted Intervention (MICCAI). tr. 234–241. arXiv:1505.04597. doi:10.1007/978-3-319-24574-4_28.
He, Kaiming; Zhang, Xiangyu; Ren, Shaoqing; Sun, Jian (2016). Deep Residual Learning for Image Recognition (PDF). Conference on Computer Vision and Pattern Recognition. arXiv:1512.03385. doi:10.1109/CVPR.2016.90.
Oktay, Ozan; Schlemper, Jo; Le Folgoc, Loïc (ngày 20 tháng 5 năm 2018). "Attention U-Net: Learning Where to Look for the Pancreas". Medical Imaging with Deep Learning (MIDL). arXiv:1804.03999.{{Chú thích tập san học thuật}}: Quản lý CS1: ngày tháng và năm (liên kết)
Ravi, Nikhila; Gabeur, Valentin; Hu, Yuan-Ting; Hu, Ronghang; Ryali, Chaitanya; Ma, Tengyu; Khedr, Haitham; Rädle, Roman; Rolland, Chloe; Gustafson, Laura; Mintun, Eric; Pan, Junting; Alwala, Kalyan Vasudev; Carion, Nicolas; Wu, Chao-Yuan; Girshick, Ross; Dollár, Piotr; Feichtenhofer, Christoph (2025). "SAM 2: Segment Anything in Images and Videos". International Conference on Learning Representations (ICLR). arXiv:2408.00714.
Carion, Nicolas; Gustafson, Laura; Hu, Yuan-Ting; Debnath, Shoubhik; Hu, Ronghang; Suris, Didac; Ryali, Chaitanya; Alwala, Kalyan Vasudev; Khedr, Haitham; Huang, Andrew; Lei, Jie; Ma, Tengyu; Guo, Baishan; Kalla, Arpit; Marks, Markus; Greer, Joseph; Wang, Meng; Sun, Peize; Rädle, Roman; Afouras, Triantafyllos; Mavroudi, Effrosyni; Xu, Katherine; Wu, Tsung-Han; Zhou, Yu; Momeni, Liliane; Hazra, Rishi; Ding, Shuangrui; Vaze, Sagar; Porcher, Francois; Li, Feng; Li, Siyuan; Kamath, Aishwarya; Cheng, Ho Kei; Dollár, Piotr; Ravi, Nikhila; Saenko, Kate; Zhang, Pengchuan; Feichtenhofer, Christoph (2026). "SAM 3: Segment Anything with Concepts". International Conference on Learning Representations (ICLR). arXiv:2511.16719.

doi.org (Global: 2^nd place; Vietnamese: 3^rd place)

Ronneberger, Olaf; Fischer, Philipp; Brox, Thomas (2015). "U-Net: Convolutional Networks for Biomedical Image Segmentation". Medical Image Computing and Computer-Assisted Intervention (MICCAI). tr. 234–241. arXiv:1505.04597. doi:10.1007/978-3-319-24574-4_28.
Long, Jonathan; Shelhamer, Evan; Darrell, Trevor (2015). "Fully Convolutional Networks for Semantic Segmentation". IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (4): 640–651. doi:10.1109/TPAMI.2016.2572683.
Jiangtao, Wang; Ruhaiyem, Nur Intan Raihana; Panpan, Fu (ngày 14 tháng 4 năm 2025). "A Comprehensive Review of U‐Net and Its Variants: Advances and Applications in Medical Image Segmentation". IET Image Processing (bằng tiếng Anh). 19 (1). doi:10.1049/ipr2.70019. ISSN 1751-9659.
He, Kaiming; Zhang, Xiangyu; Ren, Shaoqing; Sun, Jian (2016). Deep Residual Learning for Image Recognition (PDF). Conference on Computer Vision and Pattern Recognition. arXiv:1512.03385. doi:10.1109/CVPR.2016.90.
Çiçek, Özgün; Abdulkadir, Ahmed; Lienkamp, Soeren S.; Brox, Thomas; Ronneberger, Olaf (2016). Ourselin, Sebastien; Joskowicz, Leo; Sabuncu, Mert R.; Unal, Gozde; Wells, William (biên tập). "3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation". Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 (bằng tiếng Anh). Cham: Springer International Publishing: 424–432. doi:10.1007/978-3-319-46723-8_49. ISBN 978-3-319-46723-8.
Milletari, Fausto; Navab, Nassir; Ahmadi, Seyed-Ahmad (tháng 10 năm 2016). "V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation". 2016 Fourth International Conference on 3D Vision (3DV): 565–571. doi:10.1109/3DV.2016.79.
Zhou, Zongwei; Rahman Siddiquee, Md Mahfuzur; Tajbakhsh, Nima; Liang, Jianming (2018). Stoyanov, Danail; Taylor, Zeike; Carneiro, Gustavo; Syeda-Mahmood, Tanveer; Martel, Anne; Maier-Hein, Lena; Tavares, João Manuel R.S.; Bradley, Andrew; Papa, João Paulo (biên tập). "UNet++: A Nested U-Net Architecture for Medical Image Segmentation". Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (bằng tiếng Anh). Cham: Springer International Publishing: 3–11. doi:10.1007/978-3-030-00889-5_1. ISBN 978-3-030-00889-5. PMC 7329239. PMID 32613207.
Isensee, Fabian; Jaeger, Paul F.; Kohl, Simon A. A.; Petersen, Jens; Maier-Hein, Klaus H. (tháng 2 năm 2021). "nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation". Nature Methods (bằng tiếng Anh). 18 (2): 203–211. doi:10.1038/s41592-020-01008-z. ISSN 1548-7105.
Chen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; Xing, Lei; Lu, Le; Yuille, Alan; Zhou, Yuyin (ngày 1 tháng 10 năm 2024). "TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers". Medical Image Analysis (bằng tiếng Anh). 97: 103280. doi:10.1016/j.media.2024.103280. ISSN 1361-8415.
Cao, Hu; Wang, Yueyue; Chen, Joy; Jiang, Dongsheng; Zhang, Xiaopeng; Tian, Qi; Wang, Manning (ngày 18 tháng 2 năm 2023). Karlinsky, Leonid; Michaeli, Tomer; Nishino, Ko (biên tập). "Swin-Unet: Unet-Like Pure Transformer for Medical Image Segmentation". European Conference on Computer Vision (ECCV) (bằng tiếng Anh). Cham: Springer Nature Switzerland: 205–218. doi:10.1007/978-3-031-25066-8_9. ISBN 978-3-031-25066-8.
Takahashi, Satoshi; Sakaguchi, Yusuke; Kouno, Nobuji; Takasawa, Ken; Ishizu, Kenichi; Akagi, Yu; Aoyama, Rina; Teraya, Naoki; Bolatkan, Amina (ngày 12 tháng 9 năm 2024). "Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review". Journal of Medical Systems (bằng tiếng Anh). 48 (1): 84. doi:10.1007/s10916-024-02105-8. ISSN 1573-689X. PMC 11393140. PMID 39264388.
Diakogiannis, Foivos I.; Waldner, François; Caccetta, Peter; Wu, Chen (ngày 1 tháng 4 năm 2020). "ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data". ISPRS Journal of Photogrammetry and Remote Sensing. 162: 94–114. doi:10.1016/j.isprsjprs.2020.01.013. ISSN 0924-2716.

ieee.org (Global: 912^th place; Vietnamese: 855^th place)

ieeexplore.ieee.org

Milletari, Fausto; Navab, Nassir; Ahmadi, Seyed-Ahmad (tháng 10 năm 2016). "V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation". 2016 Fourth International Conference on 3D Vision (3DV): 565–571. doi:10.1109/3DV.2016.79.

nature.com (Global: 207^th place; Vietnamese: 221^st place)

Isensee, Fabian; Jaeger, Paul F.; Kohl, Simon A. A.; Petersen, Jens; Maier-Hein, Klaus H. (tháng 2 năm 2021). "nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation". Nature Methods (bằng tiếng Anh). 18 (2): 203–211. doi:10.1038/s41592-020-01008-z. ISSN 1548-7105.

neurips.cc (Global: low place; Vietnamese: 5,500^th place)

proceedings.neurips.cc

Ho, Jonathan; Jain, Ajay; Abbeel, Pieter (2020). "Denoising Diffusion Probabilistic Models". Advances in Neural Information Processing Systems. 33. Curran Associates, Inc.: 6840–6851.

nih.gov (Global: 5^th place; Vietnamese: 8^th place)

ncbi.nlm.nih.gov

Zhou, Zongwei; Rahman Siddiquee, Md Mahfuzur; Tajbakhsh, Nima; Liang, Jianming (2018). Stoyanov, Danail; Taylor, Zeike; Carneiro, Gustavo; Syeda-Mahmood, Tanveer; Martel, Anne; Maier-Hein, Lena; Tavares, João Manuel R.S.; Bradley, Andrew; Papa, João Paulo (biên tập). "UNet++: A Nested U-Net Architecture for Medical Image Segmentation". Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (bằng tiếng Anh). Cham: Springer International Publishing: 3–11. doi:10.1007/978-3-030-00889-5_1. ISBN 978-3-030-00889-5. PMC 7329239. PMID 32613207.
Takahashi, Satoshi; Sakaguchi, Yusuke; Kouno, Nobuji; Takasawa, Ken; Ishizu, Kenichi; Akagi, Yu; Aoyama, Rina; Teraya, Naoki; Bolatkan, Amina (ngày 12 tháng 9 năm 2024). "Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review". Journal of Medical Systems (bằng tiếng Anh). 48 (1): 84. doi:10.1007/s10916-024-02105-8. ISSN 1573-689X. PMC 11393140. PMID 39264388.

pubmed.ncbi.nlm.nih.gov

Zhou, Zongwei; Rahman Siddiquee, Md Mahfuzur; Tajbakhsh, Nima; Liang, Jianming (2018). Stoyanov, Danail; Taylor, Zeike; Carneiro, Gustavo; Syeda-Mahmood, Tanveer; Martel, Anne; Maier-Hein, Lena; Tavares, João Manuel R.S.; Bradley, Andrew; Papa, João Paulo (biên tập). "UNet++: A Nested U-Net Architecture for Medical Image Segmentation". Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (bằng tiếng Anh). Cham: Springer International Publishing: 3–11. doi:10.1007/978-3-030-00889-5_1. ISBN 978-3-030-00889-5. PMC 7329239. PMID 32613207.
Takahashi, Satoshi; Sakaguchi, Yusuke; Kouno, Nobuji; Takasawa, Ken; Ishizu, Kenichi; Akagi, Yu; Aoyama, Rina; Teraya, Naoki; Bolatkan, Amina (ngày 12 tháng 9 năm 2024). "Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review". Journal of Medical Systems (bằng tiếng Anh). 48 (1): 84. doi:10.1007/s10916-024-02105-8. ISSN 1573-689X. PMC 11393140. PMID 39264388.

sciencedirect.com (Global: 137^th place; Vietnamese: 183^rd place)

Chen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; Xing, Lei; Lu, Le; Yuille, Alan; Zhou, Yuyin (ngày 1 tháng 10 năm 2024). "TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers". Medical Image Analysis (bằng tiếng Anh). 97: 103280. doi:10.1016/j.media.2024.103280. ISSN 1361-8415.
Diakogiannis, Foivos I.; Waldner, François; Caccetta, Peter; Wu, Chen (ngày 1 tháng 4 năm 2020). "ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data". ISPRS Journal of Photogrammetry and Remote Sensing. 162: 94–114. doi:10.1016/j.isprsjprs.2020.01.013. ISSN 0924-2716.

springer.com (Global: 182^nd place; Vietnamese: 350^th place)

link.springer.com

Çiçek, Özgün; Abdulkadir, Ahmed; Lienkamp, Soeren S.; Brox, Thomas; Ronneberger, Olaf (2016). Ourselin, Sebastien; Joskowicz, Leo; Sabuncu, Mert R.; Unal, Gozde; Wells, William (biên tập). "3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation". Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 (bằng tiếng Anh). Cham: Springer International Publishing: 424–432. doi:10.1007/978-3-319-46723-8_49. ISBN 978-3-319-46723-8.
Zhou, Zongwei; Rahman Siddiquee, Md Mahfuzur; Tajbakhsh, Nima; Liang, Jianming (2018). Stoyanov, Danail; Taylor, Zeike; Carneiro, Gustavo; Syeda-Mahmood, Tanveer; Martel, Anne; Maier-Hein, Lena; Tavares, João Manuel R.S.; Bradley, Andrew; Papa, João Paulo (biên tập). "UNet++: A Nested U-Net Architecture for Medical Image Segmentation". Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (bằng tiếng Anh). Cham: Springer International Publishing: 3–11. doi:10.1007/978-3-030-00889-5_1. ISBN 978-3-030-00889-5. PMC 7329239. PMID 32613207.
Cao, Hu; Wang, Yueyue; Chen, Joy; Jiang, Dongsheng; Zhang, Xiaopeng; Tian, Qi; Wang, Manning (ngày 18 tháng 2 năm 2023). Karlinsky, Leonid; Michaeli, Tomer; Nishino, Ko (biên tập). "Swin-Unet: Unet-Like Pure Transformer for Medical Image Segmentation". European Conference on Computer Vision (ECCV) (bằng tiếng Anh). Cham: Springer Nature Switzerland: 205–218. doi:10.1007/978-3-031-25066-8_9. ISBN 978-3-031-25066-8.

thecvf.com (Global: low place; Vietnamese: low place)

openaccess.thecvf.com

He, Kaiming; Zhang, Xiangyu; Ren, Shaoqing; Sun, Jian (2016). Deep Residual Learning for Image Recognition (PDF). Conference on Computer Vision and Pattern Recognition. arXiv:1512.03385. doi:10.1109/CVPR.2016.90.
Hatamizadeh, Ali; Tang, Yucheng; Nath, Vishwesh; Yang, Dong; Myronenko, Andriy; Landman, Bennett; Roth, Holger R.; Xu, Daguang (2022). "UNETR: Transformers for 3D Medical Image Segmentation". Winter Conference on Applications of Computer Vision (WACV) (bằng tiếng Anh): 574–584.
Rombach, Robin; Blattmann, Andreas; Lorenz, Dominik; Esser, Patrick; Ommer, Björn (2022). "High-Resolution Image Synthesis With Latent Diffusion Models". Computer Vision and Pattern Recognition (CVPR) (bằng tiếng Anh): 10684–10695.
Kirillov, Alexander; Mintun, Eric; Ravi, Nikhila; Mao, Hanzi; Rolland, Chloé; Gustafson, Laura; Xiao, Tete; Whitehead, Spencer; Berg, Alexander C.; Lo, Wan-Yen; Dollár, Piotr; Girshick, Ross (2023). "Segment Anything". Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV). tr. 4015–4026.

wiley.com (Global: 150^th place; Vietnamese: 200^th place)

ietresearch.onlinelibrary.wiley.com

Jiangtao, Wang; Ruhaiyem, Nur Intan Raihana; Panpan, Fu (ngày 14 tháng 4 năm 2025). "A Comprehensive Review of U‐Net and Its Variants: Advances and Applications in Medical Image Segmentation". IET Image Processing (bằng tiếng Anh). 19 (1). doi:10.1049/ipr2.70019. ISSN 1751-9659.

worldcat.org (Global: 4^th place; Vietnamese: 9^th place)

search.worldcat.org

Jiangtao, Wang; Ruhaiyem, Nur Intan Raihana; Panpan, Fu (ngày 14 tháng 4 năm 2025). "A Comprehensive Review of U‐Net and Its Variants: Advances and Applications in Medical Image Segmentation". IET Image Processing (bằng tiếng Anh). 19 (1). doi:10.1049/ipr2.70019. ISSN 1751-9659.
Isensee, Fabian; Jaeger, Paul F.; Kohl, Simon A. A.; Petersen, Jens; Maier-Hein, Klaus H. (tháng 2 năm 2021). "nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation". Nature Methods (bằng tiếng Anh). 18 (2): 203–211. doi:10.1038/s41592-020-01008-z. ISSN 1548-7105.
Chen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; Xing, Lei; Lu, Le; Yuille, Alan; Zhou, Yuyin (ngày 1 tháng 10 năm 2024). "TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers". Medical Image Analysis (bằng tiếng Anh). 97: 103280. doi:10.1016/j.media.2024.103280. ISSN 1361-8415.
Takahashi, Satoshi; Sakaguchi, Yusuke; Kouno, Nobuji; Takasawa, Ken; Ishizu, Kenichi; Akagi, Yu; Aoyama, Rina; Teraya, Naoki; Bolatkan, Amina (ngày 12 tháng 9 năm 2024). "Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review". Journal of Medical Systems (bằng tiếng Anh). 48 (1): 84. doi:10.1007/s10916-024-02105-8. ISSN 1573-689X. PMC 11393140. PMID 39264388.
Diakogiannis, Foivos I.; Waldner, François; Caccetta, Peter; Wu, Chen (ngày 1 tháng 4 năm 2020). "ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data". ISPRS Journal of Photogrammetry and Remote Sensing. 162: 94–114. doi:10.1016/j.isprsjprs.2020.01.013. ISSN 0924-2716.

U-Net (Vietnamese Wikipedia)

arxiv.org (Global: 49th place; Vietnamese: 61st place)

doi.org (Global: 2nd place; Vietnamese: 3rd place)

ieee.org (Global: 912th place; Vietnamese: 855th place)