ArticleFrontiers in pharmacology2023
Classifying migraine using PET compressive big data analytics of brain's
Article in Frontiers in pharmacology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 2 syntheses or guidelines pooled it, 16 citations in OpenAlex.
- 'Man vs. Machine: can ML algorithms diagnose headaches as accurately as clinicians? A systematic review.'Journal of neurology · 2026Pooled it
- Application of machine learning in migraine classification: a call for study design standardization and global collaboration.The journal of headache and pain · 2025Pooled it
- TRPV1‑mediated central sensitisation: Core mechanisms of migraine chronification and novel targeted therapeutic strategies (Review).International journal of molecular medicine · 2026Review
- Dopaminergic Dysregulation in Migraine: From Hypothalamic A11 Dysfunction to a Systemic Biobehavioral Phenotype.International journal of molecular sciences · 2026Review
- Bridging the gap: molecular mechanisms, regional activity and connectivity in headache disorders.Brain : a journal of neurology · 2026Review
- Functional-based forensic surveillance: Leveraging PET and PET/MR imaging for the strategic screening of new psychoactive substances.Forensic science, medicine, and pathology · 2026Article
- The Emerging Clinical Relevance of Artificial Intelligence, Data Science, and Wearable Devices in Headache: A Narrative Review.Life (Basel, Switzerland) · 2025Review
- Bridging migraine and psychosis: a neuropsychiatric review of shared dopaminergic mechanisms.Frontiers in neurology · 2025Review
- Influence of next-generation artificial intelligence on headache research, diagnosis and treatment: the junior editorial board members' vision - part 1.The journal of headache and pain · 2024Review
- Artificial Intelligence and Virtual Reality in Headache Disorder Diagnosis, Classification, and Management.Current pain and headache reports · 2024Review
- Migraine headache (MH) classification using machine learning methods with data augmentation.Scientific reports · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.