Continual Deterioration Prediction for Hospitalized COVID-19 Patients. - Jiacheng Liu 009; Meghna Singh; Catherine St. Hill; Vino Raj; Lisa Kirkland; Jaideep Srivastava (CoRR, 2021)

Reduce the Cold Start of COVID-19 In-hospital Mortality Prediction Models via Transfer Learning. - Jiacheng Liu 009; Meghna Singh; Lisa Kirkland; Jaideep Srivastava (ICHI, 2022)

Decompensation Prediction for Hospitalized COVID-19 Patients. - Meghna Singh; Jiacheng Liu 009; Lisa Kirkland; Jaideep Srivastava (ICHI, 2022)

Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction. - Jiacheng Liu 009; Jaideep Srivastava (CoRR, 2024)

A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time. - Jiacheng Liu 009; Lisa Kirkland; Jaideep Srivastava (CoRR, 2024)

Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries. - Harshavardhan Battula; Jiacheng Liu 009; Jaideep Srivastava (CoRR, 2024)