Jiacheng Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Prediction Model

Transfer Learning

Top Venues

Publications

Jiacheng Liu, Lisa Kirkland, Jaideep Srivastava
A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time. CoRR (2024)
Jiacheng Liu, Jaideep Srivastava
Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction. CoRR (2024)
Meghna Singh, Jiacheng Liu, Lisa Kirkland, Jaideep Srivastava
Decompensation Prediction for Hospitalized COVID-19 Patients. ICHI (2022)
Jiacheng Liu, Meghna Singh, Lisa Kirkland, Jaideep Srivastava
Reduce the Cold Start of COVID-19 In-hospital Mortality Prediction Models via Transfer Learning. ICHI (2022)
Jiacheng Liu, Meghna Singh, Catherine ST. Hill, Vino Raj, Lisa Kirkland, Jaideep Srivastava
Continual Deterioration Prediction for Hospitalized COVID-19 Patients. CoRR (2021)