ArticleF1000Research2020
Automatic migraine classification using artificial neural networks.
Article in F1000Research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis 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
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Artificial intelligence in headache medicine: between automation and the doctor-patient relationship. A systematic review.The journal of headache and pain · 2025Pooled it
- Artificial intelligence in migraine: a narrative review on the diagnostic, prognostic, and therapeutic applications.Oxford open neuroscience · 2026Article
- Validation of an AI-Based platform for structured diagnosis of headache disorders using ICHD-3 criteria.BMC neurology · 2025Article
- Artificial Intelligence and Predictive Modeling in the Management and Treatment of Episodic Migraine.Current pain and headache reports · 2025Review
- Migraine triggers, phases, and classification using machine learning models.Frontiers in neurology · 2025Article
- Migraine headache (MH) classification using machine learning methods with data augmentation.Scientific reports · 2024Article
- The Clinical Relevance of Artificial Intelligence in Migraine.Brain sciences · 2024Review
- Migraine with aura detection and subtype classification using machine learning algorithms and morphometric magnetic resonance imaging data.Frontiers in neurology · 2023Article
- Artificial Intelligence-Aided Headache Classification Based on a Set of Questionnaires: A Short Review.Cureus · 2022Review
- Automatic migraine classification using artificial neural networks.F1000Research · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
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.