Mario Ocampo‐Pineda

University of Basel — Switzerland

Medicine · Health Sciences

10h-index720citations59works1.62yr avg
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Research Topics

Advanced Neuroimaging Techniques and Applications(22), Advanced MRI Techniques and Applications(17), Multiple Sclerosis Research Studies(16), Functional Brain Connectivity Studies(13), Radiomics and Machine Learning in Medical Imaging(6)

Publications60 total

Cross-site quantitative MRI harmonization: The impact on age modeling in health and disease
Imaging Neuroscience·2026Open Access
Cross-site quantitative MRI harmonization: The impact on age modeling in health and disease
Imaging Neuroscience·2026· 1 citedOpen Access
Mapping heterogeneous region- and tissue-specific brain ageing patterns using quantitative MRI
Brain Communications·2026Open Access
A quantitative MRI-Based Normative Framework for Personalizing Microstructural Pathology in Multiple Sclerosis
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Quantitative T1 as a Marker of Myelin Content in Multiple Sclerosis: A Genome-Wide Association Study
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
A Comparative Analysis of Different QSM Reconstruction Approaches for the Characterization of Multiple Sclerosis Pathology
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Cross-modal deep learning to predict multiple sclerosis cervical spinal cord damage with digital monitoring of motor function
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Deep-PRL: a deep learning network for the identification of paramagnetic rim lesions in multiple sclerosis
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Tractography-informed estimation of local axonal damage in multiple sclerosis
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Investigating neuroanatomical correlates of neuropathic pain in multiple sclerosis: A pilot comparative study using advanced MRI techniques
Revue Neurologique·2025Open Access
Unraveling Microstructural and Macrostructural Brain Age Dynamics in Multiple Sclerosis
Neurology Neuroimmunology & Neuroinflammation·2025Open Access
Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis.
PubMed·2025
Comparative effectiveness of teriflunomide and ocrelizumab on smoldering activity in multiple sclerosis: an observational study in the Swiss Multiple Sclerosis Cohort
Journal of Neurology·2025· 1 citedOpen Access
Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors.
PubMed·2025Open Access
White Matter Tract Degeneration in Multiple Sclerosis Patients With Progression Independent of Relapse Activity
Neurology Neuroimmunology & Neuroinflammation·2025· 2 citedOpen Access
Signs of Cortical Inflammation in Migraine Measured with Quantitative Magnetic Resonance Imaging: A Registry for Migraine (REFORM) Study
Annals of Neurology·2025· 7 citedOpen Access
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis
Lecture notes in computer science·2025
Exploiting XAI Maps to Improve MS Lesion Segmentation and Detection in MRI
Lecture notes in computer science·2025· 1 cited
TIME: Tractography-Informed myelin estimation
NeuroImage Clinical·2025Open Access
Multiparametric Quantitative MRI Shows Enhanced Degeneration in Paramagnetic Rim Lesions and Their Perilesional Tissue in Multiple Sclerosis
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
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Frequent Co-authors

Cristina Granziera(36), Matthias Weigel(26), Po‐Jui Lu(25), Alessandro Cagol(25), Jens Kühle(22), Lester Melie‐García(21), Muhamed Baraković(17), Ludwig Kappos(17), Alessandro Daducci(15), Simona Schiavi(13), Xinjie Chen(11), François Rheault(8), Kurt G. Schilling(7), Gabriel Girard(7), Jean‐Philippe Thiran(7), Maxime Descoteaux(7), Esther Ruberte(7), Xinjie Chen(7), Sabine Schädelin(7), Adrien Depeursinge(7)