ORIGINAL RESEARCH
Published on 14 Sep 2026
Prediction of functional outcome after mechanical thrombectomy using radiomics and deep learning features derived from intra-thrombus and peri-thrombus regions
doi 10.3389/fneur.2026.1943953
- 540 views
Articles
ORIGINAL RESEARCH
Published on 08 Sep 2026
FS-FCN: a frequency–spatial fusion convolutional network for brain tumor classification in MR images
doi 10.3389/fneur.2026.1948996
- 391 views
ORIGINAL RESEARCH
Published on 19 Aug 2026
CT-based intrathrombus and perithrombus radiomics for predicting complete recanalization after endovascular thrombectomy in acute ischemic stroke
doi 10.3389/fneur.2026.1868821
- 716 views
ORIGINAL RESEARCH
Published on 18 Aug 2026
Bridging global context and local precision using a disagreement-based region specific ensemble of Swin UNETR and SegResNet for 3D glioma segmentation
doi 10.3389/frai.2026.1812932
- 671 views
ORIGINAL RESEARCH
Published on 03 Aug 2026
Data-centric strategies enable cross-center generalization of convolutional neural networks for CT brain extraction
doi 10.3389/fneur.2026.1895626
- 561 views
ORIGINAL RESEARCH
Published on 28 Jul 2026
A single model for glioblastoma segmentation with and without T2-FLAIR: independent validation of a targeted dropout strategy
doi 10.3389/fneur.2026.1889198
- 533 views
- 1 citation
ORIGINAL RESEARCH
Published on 06 Jul 2026
Utilizing conditional generative adversarial network to generate head MRA based on nonvascular sequences: comparative study of single-modality and multi-modality methods
doi 10.3389/fneur.2026.1857271
- 793 views
ORIGINAL RESEARCH
Published on 18 Jun 2026
HDFT-MViT: a progressive core-enhanced mix framework for Alzheimer’s disease classification using MRI images
doi 10.3389/fneur.2026.1860368
- 2,252 views
ORIGINAL RESEARCH
Published on 26 May 2026
Development and validation of a machine learning model for predicting adverse prognosis in Wallerian degeneration patients based on clinical and imaging data
doi 10.3389/fneur.2026.1840010
- 2,770 views
REVIEW
Published on 18 May 2026
Artificial intelligence techniques for classification of Alzheimer's disease using neuroimaging data: a review
doi 10.3389/frai.2026.1748985
- 2,297 views
- 1 citation
ORIGINAL RESEARCH
Published on 17 Apr 2026
Deep learning-based reconstruction improves MRI image quality and diagnostic performance for carotid atherosclerotic plaques
doi 10.3389/fneur.2026.1793953
- 1,419 views
- 1 citation
ORIGINAL RESEARCH
Published on 16 Apr 2026
CT angiography–derived plaque and perivascular fat radiomics for predicting ipsilateral stroke recurrence in patients with carotid atherosclerosis
doi 10.3389/fneur.2026.1821860
- 2,081 views
