Li-Fang Cheng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 8

Top Topics

Intensive Care Units

Reinforcement Learning

Gaussian Process

Diffusion Models

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Omer Belhasin, Idan Kligvasser, George Leifman, Regev Cohen, Erin Rainaldi, Li-Fang Cheng, Nishant Verma, Paul Varghese, Ehud Rivlin, Michael Elad
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models. CoRR (2024)
Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Sparse multi-output Gaussian processes for online medical time series prediction. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes. AISTATS (2020)
Li-Fang Cheng, Niranjani Prasad, Barbara E. Engelhardt
An Optimal Policy for Patient Laboratory Tests in Intensive Care Units. PSB (2019)
Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes. CoRR (2019)
Li-Fang Cheng, Niranjani Prasad, Barbara E. Engelhardt
An Optimal Policy for Patient Laboratory Tests in Intensive Care Units. CoRR (2018)
Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. CoRR (2017)
Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. UAI (2017)
Li-Fang Cheng, Tung-Chien Chen, Liang-Gee Chen
Low-power multi-processor system architecture design for universal biomedical signal processing. ISCAS (2013)
Li-Fang Cheng, Tung-Chien Chen, Liang-Gee Chen
Architecture design of the multi-functional wavelet-based ECG microprocessor for realtime detection of abnormal cardiac events. EMBC (2012)