Abstract is missing.
- Deep Metric Learning by Exploring Confusing Triplet Embeddings for COVID-19 Medical Images DiagnosisTongtong Yuan, Lingmei Dong, Bo Liu 0011, Jialiang Huang, Chuangbai Xiao. 1-10 [doi]
- ASA-CoroNet: Adaptive Self-attention Network for COVID-19 Automated Diagnosis using Chest X-ray ImagesFujun Wu, Jianjun Yuan, Yuxi Li, Jinyi Li, Ming Ye. 11-20 [doi]
- Temporal Multiresolution Graph Neural Networks For Epidemic PredictionTruong-Son Hy, Viet Bach Nguyen, Long Tran-Thanh, Risi Kondor. 21-32 [doi]
- Characterizing and Understanding Temporal Effects in COVID-19 DataBruno Barbosa Miranda de Paiva, Polianna Delfino Pereira, Virginia Mara Reis Gomes, Maira Viana Rego Souza-Silva, Cláudio Moisés Valiense de Andrade, Milena Soriano Marcolino, Marcos André Gonçalves. 33-40 [doi]
- Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression ModelingTaha Ceritli, Andrew P. Creagh, David A. Clifton. 41-53 [doi]
- Accurate Calibration of Agent-based Epidemiological Models with Neural Network SurrogatesRushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz. 54-62 [doi]
- Machine Learning-Powered Mitigation Policy Optimization in Epidemiological ModelsJayaraman J. Thiagarajan, Rushil Anirudh, Peer-Timo Bremer, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz. 63-72 [doi]
- Real-time and Explainable Detection of Epidemics with Global News DataSungnyun Kim, Jaewoo Shin, Seongha Eom, Jihwan Oh, Se-Young Yun. 73-90 [doi]
- Prediction of Mortality and Intervention in COVID-19 Patients Using Generative Adversarial NetworksUiwon Hwang, Euideuk Hwang, Minsoo Kang, Sungroh Yoon. 91-99 [doi]
- Generating Immune-aware SARS-CoV-2 Spike Proteins for Universal Vaccine DesignDominic Phillips, Hans-Christof Gasser, Sebesyén Kamp, Aleksander Palkowski, Lukasz Rabalski, Diego A. Oyarzún, Ajitha Rajan, Javier Antonio Alfaro. 100-116 [doi]
- Detecting Biomedical Named Entities in COVID-19 TextsShaina Raza, Brian Schwartz. 117-126 [doi]
- Detecting and mitigating issues in image-based COVID-19 diagnosisJoão Marcos Cardoso da Silva, Pedro Martelleto Bressane Rezende, Moacir Antonelli Ponti. 127-135 [doi]
- Improving Video-based Heart Rate and Respiratory Rate Estimation via Pulse-Respiration QuotientYuzhuo Ren, Braeden Syrnyk, Niranjan Avadhanam. 136-145 [doi]
- A Comparison Study to Detect COVID-19 Chest X-Ray Images with SOTA Deep Learning ModelsQingzhong Liu, Zhongxue Chen, Henry C. Liu. 146-153 [doi]