Posts Tagged ‘machine learning’
Migraine Is Not One Disease, but Many: New Insight from a Machine Learning Study
Diagnostic modeling using non-headache features, along with phenotypic modeling, supports the idea of migraine as a spectrum disorder.
Read MoreClinical Measurements Plus Machine Learning Place Migraine on a Spectrum
A new machine learning model trained on routine clinical data situates multiple diseases – including migraine – along a continuum. Model outputs were associated with a host of relevant health metrics.
Read MoreClinical Research Update: Lots of Good News for the Headache Field, and Some Disappointment, Too
Highlights include machine learning studies, anti-CGRP trials, combination treatment studies, and more.
Read MoreUsing Machine Learning to Predict the Course of Post-traumatic Headache
A model relying on electronic headache diary data accurately classified study participants into subgroups with different headache trajectories after a mild traumatic brain injury.
Read MorePain-Related Suffering: A Definition and Way to Think About It
A recent study proposes a consensus definition and conceptual framework, with validation from machine learning.
Read MoreImproving Headache Diagnosis with Artificial Intelligence
A recent proof-of-concept study shows that natural language processing and machine learning can accurately classify migraine versus cluster headache.
Read MoreBody and Mind, Emotion and Suffering, Consciousness and More: Pain Never Comes in a Pure Form – A Chat with Carl Saab
Professor Saab discusses the challenges of developing an objective pain diagnostic – including one for migraine – the nature of pain, and his vision for the future of migraine research and treatment.
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