Machine Learning in Healthcare
This line of research focused on applications of machine learning to problems in healthcare.
- Cardiologist-level Arrhythmia Detection and Classification in Ambulatory Electrocardiograms Using a Deep Neural Network. Awni Y. Hannun*, Pranav Rajpurkar*, Masoumeh Haghpanahi*, Geoffrey H. Tison*, Codie Bourn, Mintu P. Turakhia and Andrew Y. Ng. Nature Medicine, 2019. (paper, code, web page)
- Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography with Deep Learning, Yichen Shen, Maxime Voisin, Alireza Aliamiri, Anand Avati, Awni Hannun and Andrew Ng. KDD 2019. (paper, web page)