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AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem? 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6695-6714
作者:  Ma, Jun;  Zhang, Yao;  Gu, Song;  Zhu, Cheng;  Ge, Cheng;  Zhang, Yichi;  An, Xingle;  Wang, Congcong;  Wang, Qiyuan;  Liu, Xin;  Cao, Shucheng;  Zhang, Qi;  Liu, Shangqing;  Wang, Yunpeng;  Li, Yuhui;  He, Jian;  Yang, Xiaoping
收藏  |  浏览/下载：28/0  |  提交时间：2022/12/07
Benchmark testing  Liver  Image segmentation  Biological systems  Pancreas  Computed tomography  Kidney  Multi-organ segmentation  generalization  semi-supervised learning  weakly supervised learning  continual learning  
Automated segmentation of normal and diseased coronary arteries-The ASOCA challenge 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2022, 卷号: 97, 页码: 8
作者:  Gharleghi, Ramtin;  Adikari, Dona;  Ellenberger, Katy;  Ooi, Sze-Yuan;  Ellis, Chris;  Chen, Chung-Ming;  Gao, Ruochen;  He, Yuting;  Hussain, Raabid;  Lee, Chia-Yen;  Li, Jun;  Ma, Jun;  Nie, Ziwei;  Oliveira, Bruno;  Qi, Yaolei;  Skandarani, Youssef;  Vilaca, Joao L.;  Wang, Xiyue;  Yang, Sen;  Sowmya, Arcot;  Beier, Susann
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Coronary arteries  Image segmentation  Machine learning  
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 12, 页码: 3543-3554
作者:  Campello, Victor M.;  Gkontra, Polyxeni;  Izquierdo, Cristian;  Martin-Isla, Carlos;  Sojoudi, Alireza;  Full, Peter M.;  Maier-Hein, Klaus;  Zhang, Yao;  He, Zhiqiang;  Ma, Jun;  Parreno, Mario;  Albiol, Alberto;  Kong, Fanwei;  Shadden, Shawn C.;  Acero, Jorge Corral;  Sundaresan, Vaanathi;  Saber, Mina;  Elattar, Mustafa;  Li, Hongwei;  Menze, Bjoern;  Khader, Firas;  Haarburger, Christoph;  Scannell, Cian M.;  Veta, Mitko;  Carscadden, Adam;  Punithakumar, Kumaradevan;  Liu, Xiao;  Tsaftaris, Sotirios A.;  Huang, Xiaoqiong;  Yang, Xin;  Li, Lei;  Zhuang, Xiahai;  Vilades, David;  Descalzo, Martin L.;  Guala, Andrea;  La Mura, Lucia;  Friedrich, Matthias G.;  Garg, Ria;  Lebel, Julie;  Henriques, Filipe;  Karakas, Mahir;  Cavus, Ersin;  Petersen, Steffen E.;  Escalera, Sergio;  Segui, Santi;  Rodriguez-Palomares, Jose F.;  Lekadir, Karim
收藏  |  浏览/下载：31/0  |  提交时间：2022/06/21
Image segmentation  Heart  Training  Hospitals  Deep learning  Biomedical engineering  Protocols  Cardiovascular magnetic resonance  image segmentation  deep learning  generalizability  data augmentation  domain adaption  public dataset  
Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文
MEDICAL PHYSICS, 2021, 页码: 14
作者:  Ma, Jun;  Wang, Yixin;  An, Xingle;  Ge, Cheng;  Yu, Ziqi;  Chen, Jianan;  Zhu, Qiongjie;  Dong, Guoqiang;  He, Jian;  He, Zhiqiang;  Cao, Tianjia;  Zhu, Yuntao;  Nie, Ziwei;  Yang, Xiaoping
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
COVID‐  19 CT  domain generalization  few‐  shot learning  knowledge transfer  lung and infection segmentation  
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 67, 页码: 16
作者:  Heller, Nicholas;  Isensee, Fabian;  Maier-Hein, Klaus H.;  Hou, Xiaoshuai;  Xie, Chunmei;  Li, Fengyi;  Nan, Yang;  Mu, Guangrui;  Lin, Zhiyong;  Han, Miofei;  Yao, Guang;  Gao, Yaozong;  Zhang, Yao;  Wang, Yixin;  Hou, Feng;  Yang, Jiawei;  Xiong, Guangwei;  Tian, Jiang;  Zhong, Cheng;  Ma, Jun;  Rickman, Jack;  Dean, Joshua;  Stai, Bethany;  Tejpaul, Resha;  Oestreich, Makinna;  Blake, Paul;  Kaluzniak, Heather;  Raza, Shaneabbas;  Rosenberg, Joel;  Moore, Keenan;  Walczak, Edward;  Rengel, Zachary;  Edgerton, Zach;  Vasdev, Ranveer;  Peterson, Matthew;  McSweeney, Sean;  Peterson, Sarah;  Kalapara, Arveen;  Sathianathen, Niranjan;  Papanikolopoulos, Nikolaos;  Weight, Christopher
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Semantic segmentation  Computed tomography  Kidney tumor