Posts Tagged ‘AI’
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 MoreAn AI-Enabled Electrocardiogram Model Predicts Poor Vascular Outcomes in People with Migraine
Higher output from a model that estimates the likelihood of atrial fibrillation was associated with increased risk of vascular events. The model also estimates physiologic aging, which was a significant predictor, too.
Read MoreNew NIH Policy on Animal Models in Research: What Does It Mean for the Migraine Field?
The National Institutes of Health has announced a plan to move away from animal models towards human-based approaches instead. Scientists who spoke to Migraine Science Collaborative say the new policy could slow the development of new headache and pain treatments, though ultimate impacts remain unclear.
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 MoreResponding to Patient Questions: Is an AI Chatbot Better Than a Doctor?
A new study shows that ChatGPT provides higher-quality and more empathetic answers. Like healthcare professionals in other fields, those who care for people with migraine and headache need to take stock of this disruptive technology.
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