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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  
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  
Adaptive coefficient-based kernelized network for personalized activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 23
作者:  Hu, Lisha;  Hu, Chunyu;  Jiang, Xinlong;  Huo, Zheng
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Incremental learning  Activity recognition  Neural network  Wearable device  
Dynamic coherent diffractive imaging with a physics-driven untrained learning method 期刊论文
OPTICS EXPRESS, 2021, 卷号: 29, 期号: 20, 页码: 31426-31442
作者:  Yang, Dongyu;  Zhang, Junhao;  Tao, Ye;  Lv, Wenjin;  Lu, Shun;  Chen, Hao;  Xu, Wenhui;  Shi, Yishi
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
High Throughput Transcriptome Data Analysis and Computational Verification Reveal Immunotherapy Biomarkers of Compound Kushen Injection for Treating Triple-Negative Breast Cancer 期刊论文
FRONTIERS IN ONCOLOGY, 2021, 卷号: 11, 页码: 23
作者:  Liu, Xinkui;  Wu, Yang;  Zhang, Yingying;  Bu, Dechao;  Wu, Chao;  Lu, Shan;  Huang, Zhihong;  Song, Yurong;  Zhao, Yi;  Guo, Fengying;  Ye, Peizhi;  Fu, Changgeng;  Shen, Liangliang;  Zhang, Jingyuan;  Wang, Haojia;  Duan, Xianchun;  Wu, Jiarui
收藏  |  浏览/下载：29/0  |  提交时间：2022/06/21
compound kushen injection  triple-negative breast cancer  RNA sequencing  tumor microenvironment  prognostic signature  
PRDP: Person Reidentification With Dirty and Poor Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 13
作者:  Xu, Furong;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang
收藏  |  浏览/下载：22/0  |  提交时间：2022/06/21
Training  Noise measurement  Data models  Task analysis  Training data  Predictive models  Heuristic algorithms  Dirty  metric learning  person reidentification (ReID)  poor  
Wild Animal Information Collection Based on Depthwise Separable Convolution in Software Defined IoT Networks 期刊论文
ELECTRONICS, 2021, 卷号: 10, 期号: 17, 页码: 16
作者:  Cao, Qinghua;  Yu, Lisu;  Wang, Zhen;  Zhan, Shanjun;  Quan, Hao;  Yu, Yan;  Khan, Zahid;  Koubaa, Anis
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
information collection  internet of things  deep neural network  SDN  object detection  
A Computationally Virtual Histological Staining Method to Ovarian Cancer Tissue by Deep Generative Adversarial Networks 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021, 卷号: 2021, 页码: 12
作者:  Meng, Xiangyu;  Li, Xin;  Wang, Xun
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
TransGPerf: Exploiting Transfer Learning for Modeling Distributed Graph Computation Performance 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 卷号: 36, 期号: 4, 页码: 778-791
作者:  Niu, Songjie;  Chen, Shimin
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
performance modeling  distributed graph computation  deep learning  transfer learning  
pDeepXL: MS/MS Spectrum Prediction for Cross-Linked Peptide Pairs by Deep Learning 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2021, 卷号: 20, 期号: 5, 页码: 2570-2582
作者:  Chen, Zhen-Lin;  Mao, Peng-Zhi;  Zeng, Wen-Feng;  Chi, Hao;  He, Si-Min
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
cross-linking mass spectrometry  spectrum prediction  deep learning  transfer learning  online fine-tuning