Original Research
Accepted on 22 Dec 2025
Machine Learning in Developing a Predictive Model for Chronic Hydrocephalus Following Aneurysmal Subarachnoid Hemorrhage
in Artificial Intelligence in Neurology
Frontiers in Neurology
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110 articles
articles
Original Research
Accepted on 22 Dec 2025
AI-Driven Integration of Imaging and Radiology Language Improves Stroke Mortality Prediction
in Artificial Intelligence in Neurology
Frontiers in Neurology
Original Research
Accepted on 19 Dec 2025
Deep Transfer Learning and Explainable AI Framework for Autism Spectrum Disorder Detection Across Multiple Datasets
in Artificial Intelligence in Neurology
Frontiers in Neurology
Original Research
Accepted on 16 Dec 2025
Development of an Interpretable Machine Learning Model for Predicting Venous Thromboembolism in Intensive Care Unit Patients with Intracerebral Hemorrhage
in Artificial Intelligence in Neurology
Frontiers in Neurology
Original Research
Accepted on 15 Dec 2025
Assessing the effectiveness of Machine Learning and Deep Learning in differentiating neuroimmunological diseases: a systematic review and meta-analysis
in Artificial Intelligence in Neurology
Frontiers in Neurology
- 202 views
Original Research
Accepted on 12 Dec 2025
Explainable Machine Learning for Stroke Risk Prediction: A Comparative Study with SHAP-Based Interpretation
in Artificial Intelligence in Neurology
Frontiers in Neurology
- 158 views
Study Protocol
Accepted on 12 Dec 2025
Protocol for a Randomized Controlled Trial Evaluating the Artificial Intelligence Health Education Accurately Linking System in Patients with Mild-to-Moderate Stroke
in Artificial Intelligence in Neurology
Frontiers in Neurology
- 115 views
Original Research
Accepted on 10 Dec 2025
Automatic and standardized reporting of perioperative MRIs in patients with central nervous system tumors
in Artificial Intelligence in Neurology
Frontiers in Neurology
Original Research
Accepted on 08 Dec 2025
Development and Validation of a Clinical Model for Predicting 90-Day Outcomes after Endovascular Therapy with Adjunctive Tirofiban in Acute Ischemic Stroke
in Artificial Intelligence in Neurology
Frontiers in Neurology
- 128 views
Study Protocol
Published on 03 Dec 2025
Developing a machine learning model to assist in predicting treatment success in children with drug-resistant epilepsy
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1701755
- 522 views
Original Research
Published on 02 Dec 2025
Development and validation of explainable machine learning models for predicting 3-month functional outcomes in acute ischemic stroke: a SHAP-based approach
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1678815
- 768 views
Systematic Review
Published on 01 Dec 2025
Application of machine learning approaches to predict seizure-onset zones in patients with drug-resistant epilepsy: a systematic review
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1687144
- 685 views
Original Research
Published on 27 Nov 2025
Development of a multimodal model combining radiomics and deep learning to predict malignant cerebral edema after endovascular thrombectomy
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1716443
- 472 views
Original Research
Published on 13 Nov 2025
Assessment of functional decline in stroke patients using 3D deep learning and dynamic functional connectivity based on resting-state fMRI
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1666991
- 736 views
Original Research
Published on 13 Nov 2025
Machine learning-enhanced causal inference of surgical decisions and rehabilitation strategies in traumatic brain injury
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1685335
- 1,426 views
Original Research
Published on 06 Nov 2025
Using artificial intelligence and radiomics to analyze imaging features of neurodegenerative diseases
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1624867
- 1,252 views
Review
Accepted on 20 Oct 2025
AI-Driven Digital Therapeutics in Screening, Diagnosis and Intervention of Autism Spectrum Disorder: Prospects and Challenges
in Artificial Intelligence in Neurology
Frontiers in Neurology
- 602 views
Original Research
Published on 14 Oct 2025
Augmenting early stroke diagnosis with an eye-tracker
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1632939
- 1,377 views
Original Research
Published on 13 Oct 2025
Intracranial aneurysm segmentation on digital subtraction angiography: a retrospective and multi-center study
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1646517
- 1,615 views
Original Research
Published on 09 Oct 2025
Association between white matter structural damage and cognitive impairment in patients with cerebral small vessel disease based on TBSS technology
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1647129
- 1,603 views
Original Research
Published on 09 Oct 2025
Automatic diagnosis of type 2 diabetes mellitus with mild cognitive impairment using artificial intelligence based on routine T1-weighted MRI
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1599793
- 1,489 views
Original Research
Published on 08 Oct 2025
Evaluation of two AI techniques for the detection of new T2/FLAIR lesions in the follow-up of multiple sclerosis patients
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1678073
- 1,895 views
- 1 citation
Opinion
Published on 01 Oct 2025
Combined with multimodal medical imaging and artificial intelligence for early diagnosis of Parkinson's disease
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1650968
- 2,201 views
Original Research
Published on 26 Sep 2025
Application of algorithms based on improved YOLO in MRI image detection of brain tumors
in Artificial Intelligence in Neurology
Frontiers in Neurology
doi 10.3389/fneur.2025.1646476
- 9,548 views