ArticleFrontiers in neurology2021
Machine Learning-Based Model for Predicting Incidence and Severity of Acute Ischemic Stroke in Anterior Circulation Large Vessel Occlusion.
Article in Frontiers in neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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, 13 citations in OpenAlex.
- Beyond Time Is Brain: The Time, Tissue, and Systems Framework for Acute Stroke.Journal of central nervous system disease · 2026Article
- Eeg Microstates and Balance Parameters for Stroke Discrimination: A Machine Learning Approach.Brain topography · 2025Article
- Construction and validation of a predictive model for poor long-term prognosis in severe acute ischemic stroke after endovascular treatment based on LASSO regression.Frontiers in neurology · 2025Article
- Predicting stroke severity of patients using interpretable machine learning algorithms.European journal of medical research · 2024Article
- Brain frailty associated with stroke events in anterior circulation large artery occlusion.BMC neurology · 2024Article
- An exploration on the machine-learning-based stroke prediction model.Frontiers in neurology · 2024Article
- Machine learning approaches for biomarker discovery to predict large-artery atherosclerosis.Scientific reports · 2023Article
- An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data.Diagnostics (Basel, Switzerland) · 2022Article
- The White Matter Functional Abnormalities in Patients with Transient Ischemic Attack: A Reinforcement Learning Approach.Neural plasticity · 2022Article
- Prognosis of ischemic stroke predicted by machine learning based on multi-modal MRI radiomics.Frontiers in psychiatry · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors at 4 institutions in 1 country.
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.