Detecting Impending Stroke From Cognitive Traits Evident in Internet Searches: Analysis of Archival Data.

Sigal Shaklai Ran Gilad-Bachrach Elad Yom-Tov Naftali Stern

Published in: Journal of medical Internet research (2021)

The proposed algorithm offers a screening test for a near stroke event. After clinical validation, this algorithm may enable the administration of rapid preventive intervention. Moreover, it could be applied inexpensively, continuously, and on a large scale with the aim of reducing stroke events.

Keyphrases

atrial fibrillation
machine learning
deep learning
randomized controlled trial
electronic health record
genome wide
cerebral ischemia
big data
dna methylation
artificial intelligence
social media
neural network
quantum dots