Healthcare AI and COVID-19 Workshop

Publications

2022

Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz
Accurate Calibration of Agent-based Epidemiological Models with Neural Network Surrogates. Healthcare AI and COVID-19 Workshop (2022)
Yuzhuo Ren, Braeden Syrnyk, Niranjan Avadhanam
Improving Video-based Heart Rate and Respiratory Rate Estimation via Pulse-Respiration Quotient. Healthcare AI and COVID-19 Workshop (2022)
Sungnyun Kim, Jaewoo Shin, Seongha Eom, Jihwan Oh, Se-Young Yun
Real-time and Explainable Detection of Epidemics with Global News Data. Healthcare AI and COVID-19 Workshop (2022)
Tongtong Yuan, Lingmei Dong, Bo Liu, Jialiang Huang, Chuangbai Xiao
Deep Metric Learning by Exploring Confusing Triplet Embeddings for COVID-19 Medical Images Diagnosis. Healthcare AI and COVID-19 Workshop (2022)
Uiwon Hwang, Euideuk Hwang, Minsoo Kang, Sungroh Yoon
Prediction of Mortality and Intervention in COVID-19 Patients Using Generative Adversarial Networks. Healthcare AI and COVID-19 Workshop (2022)
Truong Son Hy, Viet Bach Nguyen, Long Tran-Thanh, Risi Kondor
Temporal Multiresolution Graph Neural Networks For Epidemic Prediction. Healthcare AI and COVID-19 Workshop (2022)
Dominic Phillips, Hans-Christof Gasser, Sebesyén Kamp, Aleksander Palkowski, Lukasz Rabalski, Diego A. Oyarzún, Ajitha Rajan, Javier Antonio Alfaro
Generating Immune-aware SARS-CoV-2 Spike Proteins for Universal Vaccine Design. Healthcare AI and COVID-19 Workshop (2022)
Taha Ceritli, Andrew P. Creagh, David A. Clifton
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling. Healthcare AI and COVID-19 Workshop (2022)
Qingzhong Liu, Zhongxue Chen, Henry C. Liu
A Comparison Study to Detect COVID-19 Chest X-Ray Images with SOTA Deep Learning Models. Healthcare AI and COVID-19 Workshop (2022)
Fujun Wu, Jianjun Yuan, Yuxi Li, Jinyi Li, Ming Ye
ASA-CoroNet: Adaptive Self-attention Network for COVID-19 Automated Diagnosis using Chest X-ray Images. Healthcare AI and COVID-19 Workshop (2022)
Shaina Raza, Brian Schwartz
Detecting Biomedical Named Entities in COVID-19 Texts. Healthcare AI and COVID-19 Workshop (2022)
Bruno 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
Characterizing and Understanding Temporal Effects in COVID-19 Data. Healthcare AI and COVID-19 Workshop (2022)
Jayaraman J. Thiagarajan, Rushil Anirudh, Peer-Timo Bremer, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz
Machine Learning-Powered Mitigation Policy Optimization in Epidemiological Models. Healthcare AI and COVID-19 Workshop (2022)
João Marcos Cardoso da Silva, Pedro Martelleto Bressane Rezende, Moacir Antonelli Ponti
Detecting and mitigating issues in image-based COVID-19 diagnosis. Healthcare AI and COVID-19 Workshop (2022)

volume 184, 2022

Proceedings of the 1st Workshop on Healthcare AI and COVID-19, 22 July 2022, Baltimore, Maryland, USA Healthcare AI and COVID-19 Workshop 184 (2022)