Area of research
Surgery · Biomedical Engineering
Research interest
Research interests include Healthcare Technology and Patient Monitoring, Non-Invasive Vital Sign Monitoring, Sepsis Diagnosis and Treatment, and Hemodynamic Monitoring and Therapy.
Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review
Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters
The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data
Hyperdynamic left ventricular ejection fraction in the intensive care unit
Probabilistic Estimation of Respiratory Rate from Wearable Sensors
Heart beat detection in multimodal physiological data using a hidden semi-Markov model and signal quality indices
A review of novelty detection
Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference