Developing an artificial intelligence-based headache diagnostic model and its utility for non-specialists' diagnostic accuracy.

Masahito KatsukiTomokazu ShimazuShoji Kikui Daisuke DannoJunichi MiyaharaRyusaku TakeshimaEriko TakeshimaYuki ShimazuTakahiro NakashimaMitsuhiro MatsuoTakao Takeshima

Published in: Cephalalgia : an international journal of headache (2023)

Artificial intelligence improved the non-specialist diagnostic performance. Given the model's limitations based on the data from a single center and the low diagnostic accuracy for secondary headaches, further data collection and validation are needed.

Keyphrases

artificial intelligence
big data
machine learning
deep learning
electronic health record
palliative care