Digital medicine and the curse of dimensionality

Abstract Digital health data are multimodal and high-dimensional. A patient’s health state can be characterized by a multitude of signals including medical imaging, clinical variables, genome sequencing, conversations between clinicians and patients, and continuous signals from wearables, among othe...

Full description

Bibliographic Details
Main Authors: Visar Berisha, Chelsea Krantsevich, P. Richard Hahn, Shira Hahn, Gautam Dasarathy, Pavan Turaga, Julie Liss
Format: Article
Language:English
Published: Nature Portfolio 2021-10-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00521-5