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A deep-learning-based framework for severity assessment of COVID-19 with CT images 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 185, 页码: 11
作者:  Li, Zhidan;  Zhao, Shixuan;  Chen, Yang;  Luo, Fuya;  Kang, Zhiqing;  Cai, Shengping;  Zhao, Wei;  Liu, Jun;  Zhao, Di;  Li, Yongjie
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
COVID-19  Deep learning  Severity assessment  Multi-view lesion  Dual-Siamese channels  Clinical metadata  
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  
Self-supervised learning assisted diagnosis for mitral regurgitation severity classification based on color Doppler echocardiography 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 页码: 14
作者:  Yang, Feifei;  Zhu, Jiuwen;  Wang, Junfeng;  Zhang, Liwei;  Wang, Wenjun;  Chen, Xu;  Lin, Xixiang;  Wang, Qiushuang;  Burkhoff, Daniel;  Zhou, S. Kevin;  He, Kunlun
收藏  |  浏览/下载:32/0  |  提交时间:2022/06/21
Mitral regurgitation (MR)  self-supervised learning (SSL)  color Doppler echocardiography  mitral regurgitation grading (MR grading)  
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  
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 6, 页码: 3007-3018
作者:  Gao, Lin;  Zhang, Ling-Xiao;  Meng, Hsien-Yu;  Ren, Yi-Hui;  Lai, Yu-Kun;  Kobbelt, Leif
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Three-dimensional displays  Shape  Geometry  Two dimensional displays  Feature extraction  Solid modeling  Computational modeling  Unsupervised learning  convolutional neural network  symmetry detection  3D models  planar reflective symmetry  
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