Li-Fang Cheng

According to our database, Li-Fang Cheng authored at least 8 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models.

Omer Belhasin, Idan Kligvasser, George Leifman, Regev Cohen, Erin Rainaldi, Li-Fang Cheng, Nishant Verma, Paul Varghese, Ehud Rivlin, Michael Elad

CoRR, 2024

2020

Sparse multi-output Gaussian processes for online medical time series prediction.

Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt

BMC Medical Informatics Decis. Mak., 2020

Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes.

Li-Fang Cheng, Bianca Dumitrascu, Michael Minyi Zhang, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Large-scale Multi-output Gaussian Processes for Clinical Decision Support.

Li-Fang Cheng

PhD thesis, 2019

An Optimal Policy for Patient Laboratory Tests in Intensive Care Units.

Li-Fang Cheng, Niranjani Prasad, Barbara E. Engelhardt

Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

2017

A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units.

Niranjani Prasad, Li-Fang Cheng, Corey Chivers, Michael Draugelis, Barbara E. Engelhardt

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2013

Low-power multi-processor system architecture design for universal biomedical signal processing.

Li-Fang Cheng, Tung-Chien Chen, Liang-Gee Chen

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

Architecture design of the multi-functional wavelet-based ECG microprocessor for realtime detection of abnormal cardiac events.

Li-Fang Cheng, Tung-Chien Chen, Liang-Gee Chen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012