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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  
3D-FUTURE: 3D Furniture Shape with TextURE 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 卷号: 129, 期号: 12, 页码: 3313-3337
作者:  Fu, Huan;  Jia, Rongfei;  Gao, Lin;  Gong, Mingming;  Zhao, Binqiang;  Maybank, Steve;  Tao, Dacheng
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
3D-FUTURE  Furniture shapes  Textures  Interior designs  Synthetic images  
SCOAT-Net: A novel network for segmenting COVID-19 lung opacification from CT images 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 119, 页码: 12
作者:  Zhao, Shixuan;  Li, Zhidan;  Chen, Yang;  Zhao, Wei;  Xie, Xingzhi;  Liu, Jun;  Zhao, Di;  Li, Yongjie
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
COVID-19  Convolutional neural network  Segmentation  Lung opacification  Attention mechanism  
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  
OCNet: Object Context for Semantic Segmentation 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 24
作者:  Yuan, Yuhui;  Huang, Lang;  Guo, Jianyuan;  Zhang, Chao;  Chen, Xilin;  Wang, Jingdong
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Semantic segmentation  Context  Self-attention  
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  
Stereo superpixel: An iterative framework based on parallax consistency and collaborative optimization 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 556, 页码: 209-222
作者:  Li, Hua;  Cong, Runmin;  Kwong, Sam;  Chen, Chuanbo;  Xu, Qianqian;  Li, Chongyi
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
Stereo superpixel  Superpixel segmentation  Parallax consistency  Collaborative optimization  
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  
Neural network combining X-ray and ultrasound in breast examination 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2021, 页码: 13
作者:  Song, Jiaguang;  Zhang, Yuezhong;  Wang, Shi;  Liu, Zhi;  Sun, Dianmin
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Neural network  X-ray examination  Ultrasound examination  AdaBoost integrated neural network