ORIGINAL RESEARCH
Published on 06 Oct 2026
Development of an interpretable machine-learning model to predict insufficient functional improvement after aquatic therapy in stroke
doi 10.3389/fneur.2026.1871732
- 285 views
Articles
ORIGINAL RESEARCH
Published on 18 Sep 2026
Non-invasive preoperative prediction of surgical outcomes in drug-resistant epilepsy using seizure-related EEG network dynamics
doi 10.3389/fnins.2026.1941990
- 1,717 views
ORIGINAL RESEARCH
Published on 26 Aug 2026
Two serial MoCA assessments may support biomarker-sparing triage between Parkinson’s disease/Lewy body dementia and frontotemporal dementia: a progressive inclusion analysis of 1,129 participants
doi 10.3389/fnagi.2026.1848105
- 706 views
ORIGINAL RESEARCH
Published on 17 Aug 2026
Machine learning for the prediction of amyloid PET positivity using plasma biomarkers, cognition, APOE genotype, and structural imaging
doi 10.3389/fnins.2026.1905974
- 1,447 views
ORIGINAL RESEARCH
Published on 13 Aug 2026
Assessment of brachial plexus and upper-extremity peripheral nerve injuries at the anatomical level using multimodal generative models
doi 10.3389/fsurg.2026.1814943
- 618 views
ORIGINAL RESEARCH
Published on 12 Aug 2026
Multimodal DeepSurv model with SHAP-based interpretation for predicting local failure in patients with brain metastases undergoing hypofractionated stereotactic radiotherapy
doi 10.3389/fnins.2026.1908548
- 1,229 views
ORIGINAL RESEARCH
Published on 04 Aug 2026
Localizing the epileptogenic zone in drug-resistant epilepsy based on ictal SEEG high-resolution time-frequency representation
doi 10.3389/fnins.2026.1891224
- 2,436 views
ORIGINAL RESEARCH
Published on 24 Jun 2026
A clinically applicable nomogram predicting non-return to work in young and middle-aged patients with acute large vessel occlusion stroke: integrating neurological function and psychosocial factors for personalized rehabilitation
doi 10.3389/fneur.2026.1837086
- 816 views
ORIGINAL RESEARCH
Published on 19 Jun 2026
Development and validation of a nomogram for predicting ADL outcomes in patients undergoing subacute stroke rehabilitation based on machine learning and standard bedside clinical data: a retrospective cohort study
doi 10.3389/fneur.2026.1831565
- 1,284 views
SYSTEMATIC REVIEW
Published on 18 Jun 2026
Prediction models for post-stroke delirium: a systematic review with an exploratory meta-analysis of predictors
doi 10.3389/fneur.2026.1800718
- 1,644 views
ORIGINAL RESEARCH
Published on 10 Jun 2026
Predicting early neurological deterioration in acute branch atheromatous disease without reperfusion therapy: a machine learning model
doi 10.3389/fnins.2026.1846221
- 2,536 views
ORIGINAL RESEARCH
Published on 05 Jun 2026
Enhancing seizure prediction using a DC-SA-EBiLSTM framework with self-attention mechanism
doi 10.3389/fnins.2026.1856135
- 1,996 views
