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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  
Deep reinforcement learning in medical imaging: A literature review 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 73, 页码: 20
作者:  Zhou, S. Kevin;  Le, Hoang Ngan;  Luu, Khoa;  Nguyen, Hien, V;  Ayache, Nicholas
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
Deep reinforcement learning  Medical imaging  Survey  
OFx: A method of 4D image construction from free-breathing non-gated MRI slice acquisitions of the thorax via optical flux 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 72, 页码: 18
作者:  Hao, You;  Udupa, Jayaram K.;  Tong, Yubing;  Wu, Caiyun;  Li, Hua;  McDonough, Joseph M.;  Lott, Carina;  Qiu, Catherine;  Galagedera, Nirupa;  Anari, Jason B.;  Torigian, Drew A.;  Cahill, Patrick J.
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
4D construction  Optical flux  Dynamic MRI  Respiratory signal extraction  
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1792-1804
作者:  Zhou, Bo;  Zhou, S. Kevin;  Duncan, James S.;  Liu, Chi
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Tomographic reconstruction  cascaded network  projection data fidelity layer  RedSCAN  limited angle  sparse view  
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1898-1910
作者:  Wei, Xiao-Yong;  Yang, Zhen-Qun;  Zhang, Xu-Lu;  Liao, Ga;  Sheng, Ai-Lin;  Zhou, S. Kevin;  Wu, Yongkang;  Du, Liang
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
Tensors  Visualization  Computational modeling  Proteins  Analytical models  Logic gates  Backtracking  Immunofixation Electrophoresis  deep collocative learning  coached attention gates  
Biomedical Engineering Ph.D. fellowship from Yale University 项目
资助机构: Biomedical Engineering Ph.D. fellowship from Yale University, 2021-
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收藏  |  浏览/下载:19/0  |  提交时间:2021/12/01
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises 期刊论文
PROCEEDINGS OF THE IEEE, 2021, 卷号: 109, 期号: 5, 页码: 820-838
作者:  Zhou, S. Kevin;  Greenspan, Hayit;  Davatzikos, Christos;  Duncan, James S.;  Van Ginneken, Bram;  Madabhushi, Anant;  Prince, Jerry L.;  Rueckert, Daniel;  Summers, Ronald M.
收藏  |  浏览/下载:34/0  |  提交时间:2021/12/01
Imaging  Medical diagnostic imaging  Image segmentation  Diseases  Task analysis  Medical services  Computed tomography  Deep learning (DL)  medical imaging  survey  
Deep learning to segment pelvic bones: large-scale CT datasets and baseline models 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 页码: 8
作者:  Liu, Pengbo;  Han, Hu;  Du, Yuanqi;  Zhu, Heqin;  Li, Yinhao;  Gu, Feng;  Xiao, Honghu;  Li, Jun;  Zhao, Chunpeng;  Xiao, Li;  Wu, Xinbao;  Zhou, S. Kevin
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
CT dataset  Pelvic segmentation  Deep learning  SDF post-processing  
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 页码: 10
作者:  Wang, Yixin;  Zhang, Yao;  Liu, Yang;  Tian, Jiang;  Zhong, Cheng;  Shi, Zhongchao;  Zhang, Yang;  He, Zhiqiang
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
COVID-19  CT image  Segmentation  Transfer learning  
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