ArticleFrontiers in neurology2020
Functional Outcome Prediction in Ischemic Stroke: A Comparison of Machine Learning Algorithms and Regression Models.
Article in Frontiers in neurology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 3 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
47 citing papers in PubMed, 3 syntheses or guidelines pooled it, 81 citations in OpenAlex.
- Radiomics and ischemic stroke research: bibliometric insights and visual trends (2004-2024).Frontiers in neurology · 2025Pooled it
- Associations between basic physiological observations recorded pre-thrombectomy and functional outcome: a systematic review and meta-analysis.Frontiers in stroke · 2023Pooled it
- Machine learning prediction of motor function in chronic stroke patients: a systematic review and meta-analysis.Frontiers in neurology · 2023Pooled it
- Computational Modeling of Collateral Circulation and Arteriolar Vasodilation in Ischemic Tissue Perfusion.Annals of biomedical engineering · 2026Article
- Assessing Outcome of tPA Therapy in Patients with Acute Ischemic Stroke (0-three hours).Pakistan journal of medical sciences · 2026Article
- Machine learning-based prediction of activities of daily living in patients with stroke and other acquired brain injuries.Medicine · 2026Article
- Predicting health-related quality of life two years post-diagnosis across seven cancer types: using machine learning to identify vulnerable patients.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026Article
- Advanced radiomics techniques applied on carotid duplex ultrasound data predict adverse outcomes in acute ischemic stroke.Frontiers in neurology · 2026Article
- A simple nomogram to predict the onset of dementia in mild cognitive impairment: A retrospective study.Journal of Alzheimer's disease : JAD · 2025Article
- Artificial Intelligence in Stroke Care: A Narrative Review of Diagnostic, Predictive, and Workflow Applications.Cureus · 2025Review
- AI post-intervention operational and functional outcomes prediction in ischemic stroke patients using MRIs.BMC medical imaging · 2025Article
- Enhancing the validity of CAIDE dementia risk scores with resting heart rate and machine learning: An analysis from the National Alzheimer's Coordinating Center across all races/ethnicities.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Predicting Ischemic Stroke Patients to Transfer for Endovascular Thrombectomy Using Machine Learning: A Case Study.Healthcare (Basel, Switzerland) · 2025Article
- Article
- Federated multimodal AI for precision-equitable diabetes care.Frontiers in digital health · 2025Review
- Prediction of outcomes following intravenous thrombolysis in patients with acute ischemic stroke using serum UCH-L1, S100β, and NSE: a multicenter prospective cohort study employing machine learning methods.Therapeutic advances in neurological disorders · 2025Article
- Predicting lower extremity deep venous thrombosis in patients with aneurysmal subarachnoid hemorrhage: a machine learning study.Frontiers in neurology · 2025Article
- A novel prediction score determining individual clinical outcome 3 months after juvenile stroke (PREDICT-score).Journal of neurology · 2024Article
- A Multimodal Ensemble Deep Learning Model for Functional Outcome Prognosis of Stroke Patients.Journal of stroke · 2024Article
- Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy.Scientific reports · 2024Article
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
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.