ORIGINAL RESEARCH
Published on 13 Jun 2025
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study
doi 10.3389/fninf.2025.1568116
- 441 views
- Frontiers in Neuroinformatics
- Research Topics
- Machine Learning Algorithms for Brain Imaging: New Frontiers in Neurodiagnostics and Treatment
Machine Learning Algorithms for Brain Imaging: New Frontiers in Neurodiagnostics and Treatment
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Articles
ORIGINAL RESEARCH
Published on 17 Apr 2025
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation
doi 10.3389/fninf.2025.1550432
- 1,556 views
PERSPECTIVE
Published on 21 Mar 2025
Integration of multimodal imaging data with machine learning for improved diagnosis and prognosis in neuroimaging
doi 10.3389/fnhum.2025.1552178
- 1,328 views
ORIGINAL RESEARCH
Published on 17 Feb 2025
Contrastive self-supervised learning for neurodegenerative disorder classification
doi 10.3389/fninf.2025.1527582
- 1,622 views
- 1 citation
ORIGINAL RESEARCH
Published on 07 Jan 2025
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection
doi 10.3389/fninf.2024.1507217
- 3,068 views
- 1 citation
SYSTEMATIC REVIEW
Published on 12 Nov 2024
Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations
doi 10.3389/fninf.2024.1496143
- 1,371 views
- 1 citation
ORIGINAL RESEARCH
Published on 23 Oct 2024
Fuzzy C-means clustering algorithm applied in computed tomography images of patients with intracranial hemorrhage
doi 10.3389/fninf.2024.1440304
- 932 views
- 1 citation
ORIGINAL RESEARCH
Published on 29 Jul 2024
M3: using mask-attention and multi-scale for multi-modal brain MRI classification
doi 10.3389/fninf.2024.1403732
- 1,134 views
ORIGINAL RESEARCH
Published on 18 Jun 2024
Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer
doi 10.3389/fninf.2024.1414925
- 3,057 views
- 13 citations
ORIGINAL RESEARCH
Published on 23 Apr 2024
Brain MRI sequence and view plane identification using deep learning
doi 10.3389/fninf.2024.1373502
- 1,942 views
- 2 citations
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Frontiers in Neuroinformatics
Participating Journals
Frontiers in Human Neuroscience
- 2.7 impact factor
- 5.5 citescore