Synergistic Learning of Lung Lobe Segmentation and Hierarchical
Multi-Instance Classification for Automated Severity Assessment of COVID-19
in CT Images

Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images

8 May 2020

Papers citing "Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images"

14 / 14 papers shown

Title
Multi-Dataset Multi-Task Learning for COVID-19 Prognosis Filippo Ruffini L. Tronchin Zhuoru Wu Wenting Chen Paolo Soda Linlin Shen V. Guarrasi 27 10 0 22 May 2024
Efficient Subclass Segmentation in Medical Images Linrui Dai Wenhui Lei Xiaofan Zhang 19 1 0 01 Jul 2023
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang Xuanyang Zhang Rui Feng 27 4 0 26 Nov 2022
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 Liansheng Wang Jiacheng Wang Lei Zhu Huazhu Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 30 23 0 10 Nov 2022
Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning Mansi Gupta Aman Swaraj Karan Verma 19 1 0 27 May 2022
COVID-19 Severity Classification on Chest X-ray Images Aditi Sagar Aman Swaraj Karan Verma 17 1 0 25 May 2022
Deep Co-supervision and Attention Fusion Strategy for Automatic COVID-19 Lung Infection Segmentation on CT Images Haigen Hu Leizhao Shen Q. Guan Xiaoxin Li Qianwei Zhou S. Ruan 16 29 0 20 Dec 2021
Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review Rubaiyat Hossain Mondal Subrato Bharati Prajoy Podder 24 56 0 28 Oct 2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction Matthias Keicher Hendrik Burwinkel D. Bani-Harouni Magdalini Paschali Tobias Czempiel E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 17 7 0 29 Jul 2021
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng Leyi Wei R. Su OOD MedIm 24 47 0 20 Apr 2021
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification Yanlun Tu Houchao Lei Wei Long Yang Yang 27 16 0 17 Mar 2021
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series Ahmed Ben Said A. Erradi Hussein Aly A. Mohamed 14 48 0 10 Sep 2020
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images Zhenyu Tang Wei-Ye Zhao Xingzhi Xie Zheng Zhong F. Shi Jun Liu D. Shen 28 171 0 26 Mar 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue D. Shen Yuxin Shi 111 574 0 10 Mar 2020