16 citations · 51 across the 38 of their papers we have counts for
4 papers · 1 filter
Application of Machine Learning to Sleep Stage Classification
Andrew Smith, Hardik Anand, Snezana Milosavljevic +3
Sleep studies are imperative to recapitulate phenotypes associated with sleep loss and uncover mechanisms contributing to psychopathology. Most often, investigators manually classi…
Application of Machine Learning in Early Recommendation of Cardiac Resynchronization Therapy
Brendan E. Odigwe, Francis G. Spinale, Homayoun Valafar
Heart failure (HF) is a leading cause of morbidity, mortality, and health care costs. Prolonged conduction through the myocardium can occur with HF, and a device-driven approach, t…
MedSensor: Medication Adherence Monitoring Using Neural Networks on Smartwatch Accelerometer Sensor Data
Chrisogonas Odhiambo, Pamela Wright, Cindy Corbett +1
Poor medication adherence presents serious economic and health problems including compromised treatment effectiveness, medical complications, and loss of billions of dollars in was…
Structure Calculation and Reconstruction of Discrete State Dynamics from Residual Dipolar Couplings using REDCRAFT
Casey A. Cole, Rishi Mukhapadhyay, Hanin Omar +2
Residual Dipolar Couplings (RDCs) acquired by Nuclear Magnetic Resonance (NMR) spectroscopy can be an indispensable source of information in investigation of molecular structures a…