4 papers
Real-Time Magnetic Tracking and Diagnosis of COVID-19 via Machine Learning
Dang Nguyen, Phat K. Huynh, Vinh Duc An Bui +10
The COVID-19 pandemic underscored the importance of reliable, noninvasive diagnostic tools for robust public health interventions. In this work, we fused magnetic respiratory sensi…
Multifractality in Surface Potential for Cancer Diagnosis
Phat K. Huynh, Dang Nguyen, Grace Binder +3
Recent advances in high-resolution biomedical imaging focusing on morphological, electrical, and biochemical properties of cells and tissues, scaling from cell clusters down to the…
Koopman Spectral Analysis of Intermittent Dynamics in Complex Systems: A Case Study in Pathophysiological Processes of Obstructive Sleep Apnea
Phat K. Huynh, Arveity R. Setty, Trung Q. Le
Complex systems, such as pathophysiological processes, commonly exhibit chaotic, nonlinear, and intermittent phenomena. Koopman operator theory and Hankel alternative view of Koopm…
A Probabilistic Domain-knowledge Framework for Nosocomial Infection Risk Estimation of Communicable Viral Diseases in Healthcare Personnel: A Case Study for COVID-19
Phat K. Huynh, Arveity R. Setty, Om P. Yadav +1
Hospital-acquired infections of communicable viral diseases (CVDs) are posing a tremendous challenge to healthcare workers globally. Healthcare personnel (HCP) is facing a consiste…