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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  
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  
NDGCN: Network in Network, Dilate Convolution and Graph Convolutional Networks Based Transportation Mode Recognition 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 3, 页码: 2138-2152
作者:  Qin, Yanjun;  Luo, Haiyong;  Zhao, Fang;  Wang, Chenxing;  Fang, Yuchen
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Transportation  Smart phones  Feature extraction  Discrete wavelet transforms  Convolution  Acceleration  Correlation coefficient  Mobile sensing  transportation mode  NIN  Dilate Convolution  GCN  
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 2003-2015
作者:  Liu, Xinda;  Min, Weiqing;  Mei, Shuhuan;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Diseases  Agriculture  Plants (biology)  Visualization  Image recognition  Feature extraction  Medical diagnosis  Plant disease recognition  fine-grained visual classification  reweighting approach  feature aggregation