Machine learning classification meets migraine: recommendations for study evaluation

Machine learning classification meets migraine: recommendations for study evaluation

Abstract The integration of machine learning (ML) classification techniques into migraine research has offered new insights into the pathophysiology and classification of migraine types and subtypes. However, inconsistencies in study design, lack of methodological transparency, and the absence of ex...

Full description

Saved in:
Bibliographic Details
Main Authors: Igor Petrušić, Andrej Savić, Katarina Mitrović, Nebojša Bačanin, Gabriele Sebastianelli, Daniele Secci, Gianluca Coppola
Format: Article
Language:English
Published: BMC 2024-12-01
Series:The Journal of Headache and Pain
Subjects:
Benchmark
Machine learning classification models
Data quality
Model interpretability
Model reproducibility
Migraine types
Online Access:https://doi.org/10.1186/s10194-024-01924-x
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items