2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)

Using D-dimer as a Biomarker to Predict COVID-19 Disease Severity from Clinical Data of Hospitalized Patients: A Machine Learning Approach

Pub Date : 2022-06-01 DOI: 10.1109/ICHI54592.2022.00134 Yuqi Wu, Y. Ren, Dezhi Wu, S. Xirasagar, Joseph E. Johnson

Predicting A User's Demographic Identity from Leaked Samples of Health-Tracking Wearables and Understanding Associated Risks

Pub Date : 2022-06-01 DOI: 10.1109/ICHI54592.2022.00052 Sudip Vhaduri, S. V. Dibbo, Chih-You Chen

Bayesian optimization-derived batch size and learning rate scheduling in deep neural network training for head and neck tumor segmentation

Pub Date : 2022-06-01 DOI: 10.1109/ICHI54592.2022.00019 Zachariah Douglas, Haifeng Wang