Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data.

Ellen W McGinnisBryn C Loftness Shania LunnaIsabel BermanSkylar BagdonGenevieve LewisMichael V Arnold Christopher M Danforth Peter Sheridan Dodds Matthew Price William E Copeland Ryan S McGinnis

Published in: IEEE open journal of engineering in medicine and biology (2024)

These promising results suggest that individuals who experience panic attacks may be able to anticipate their next attack which could be used to inform future prevention and intervention efforts.

Keyphrases

randomized controlled trial
social media
bipolar disorder
electronic health record
current status
big data
quality improvement
sleep quality
machine learning
data analysis
depressive symptoms
artificial intelligence
deep learning