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Original Artikel |
Datum |
Titel |
Autoren Alle Autoren |
1 |
[GO] |
2022―Dez―02 |
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity |
Yanbei Liu, Henan Li, Tao Luo, Changqing Zhang, Zhitao Xiao, Ying Wei, et al. (+4) Yaozong Gao, Feng Shi, Fei Shan, Dinggang Shen |
2 |
[GO] |
2022―Nov―03 |
Pseudo-Label Guided Image Synthesis for Semi-Supervised COVID-19 Pneumonia Infection Segmentation |
Fei Lyu, Mang Ye, Jonathan Frederik Carlsen, Kenny Erleben, Sune Darkner, Pong C. Yuen |
3 |
[GO] |
2022―Mai―27 |
DEEMD: Drug Efficacy Estimation against SARS-CoV-2 based on cell Morphology with Deep multiple instance learning |
M Sadegh Saberian, Kathleen P. Moriarty, Andrea D. Olmstead, Christian Hallgrimson, Francois Jean, Ivan R. Nabi, et al. (+2) Maxwell W. Libbrecht, Ghassan Hamarneh |
4 |
[GO] |
2021―Dez―09 |
MHA-CoroCapsule: Multi-Head Attention Routing-based Capsule Network for COVID-19 chest X-ray image classification |
Fudong Li, Xingyu Lu, Jianjun Yuan |
5 |
[GO] |
2021―Okt―05 |
Integrating Domain Knowledge into Deep Networks for Lung Ultrasound with Applications to COVID-19 |
Oz Frank, Nir Schipper, Mordehay Vaturi, Gino Soldati, Andrea Smargiassi, Riccardo Inchingolo, et al. (+7) Elena Torry, Tiziano Perrone, Federico Mento, Libertario Demi, Meirav Galun, Yonina C. Eldar, Shai Bagon |
6 |
[GO] |
2021―Aug―12 |
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation |
Geng-Xin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, et al. (+6) Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen |
7 |
[GO] |
2021―Mai―13 |
Joint learning of 3D lesion segmentation and classification for explainable COVID-19 diagnosis |
Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng, Lisong Dai, et al. (+5) Xiangyang Xu, Tianyi Li, Yichen Guo, Zulin Wang, Pier Luigi Dragotti |
8 |
[GO] |
2021―Mrz―24 |
Label-Free Segmentation of COVID-19 Lesions in Lung CT |
Qingsong Yao, Li Xiao, Peihang Liu, S. Kevin Zhou |
9 |
[GO] |
2020―Jul―30 |
Guest Editorial: Special Issue on Imaging-Based Diagnosis of COVID-19 |
Dinggang Shen, Yaozong Gao, Arrate Munoz-Barrutia, Delia Cabrera Debuc, Gennaro Percannella |
10 |
[GO] |
2020―Jun―11 |
A Rapid, Accurate and Machine-agnostic Segmentation and Quantification Method for CT-based COVID-19 Diagnosis |
Longxi Zhou, Zhongxiao Li, Juexiao Zhou, Haoyang Li, Yupeng Chen, Yuxin Huang, et al. (+10) Dexuan Xie, Lintao Zhao, Ming Fan, Shahrukh Hashmi, Faisal AbdelKareem, Riham Eiada, Xigang Xiao, Lihua Li, Zhaowen Qiu, Xin Gao |
11 |
[GO] |
2020―Jun―05 |
A Noise-robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions from CT Images |
Guotai Wang, Xinglong Liu, Chaoping Li, Zhiyong Xu, Jiugen Ruan, Haifeng Zhu, et al. (+4) Tao Meng, Kang Li, Ning Huang, Shaoting Zhang |
12 |
[GO] |
2020―Mai―22 |
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images |
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, et al. (+2) Jianbing Shen, Ling Shao |
13 |
[GO] |
2020―Mai―21 |
Accurate Screening of COVID-19 using Attention Based Deep 3D Multiple Instance Learning |
Zhongyi Han, Benzheng Wei, Yanfei Hong, Tianyang Li, Jinyu Cong, Xue Zhu, et al. (+2) Haifeng Wei, Wei Zhang |
14 |
[GO] |
2020―Mai―20 |
A Weakly-supervised Framework for COVID-19 Classification and Lesion Localization from Chest CT |
Xinggang Wang, Xianbo Deng, Qing Fu, Qiang Zhou, Jiapei Feng, Hui Ma, et al. (+2) Wenyu Liu, Chuansheng Zheng |
15 |
[GO] |
2020―Mai―18 |
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia |
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, et al. (+12) Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen |
16 |
[GO] |
2020―Mai―16 |
Prior-Attention Residual Learning for More Discriminative COVID-19 Screening in CT Images |
Jun Wang, Yiming Bao, Yaofeng Wen, Hongbing Lu, Hu Luo, Yunfei Xiang, et al. (+3) Xiaoming Li, Chen Liu, Dahong Qian |
17 |
[GO] |
2020―Mai―13 |
Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound |
Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, et al. (+16) Iris Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J.G. Van Sloun, Elisa Ricci, Libertario Demi |
18 |
[GO] |
2020―Mai―08 |
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets |
Yujin Oh, Sangjoon Park, Jong Chul Ye |
19 |
[GO] |
2020―Mai―05 |
Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning |
Hengyuan Kang, Liming Xia, Fuhua Yan, Zhibin Wan, Feng Shi, Huan Yuan, et al. (+5) Huiting Jiang, Dijia Wu, He Sui, Changqing Zhang, Dinggang Shen |
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