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Adrian Ion‐Mărgineanu

Observed names: A Ion-Margineau, A. Ion-Margineanu, Adrian Ion-Margineanu, Adrian Ion-Margineanu Ion-Margineanu, Adrian Ion-Mărgineanu, Ion-Margineanu, Adrian
Observed institutions: Lyon 1 Université, Centre National de la Recherche Scientifique, University of British Columbia, Inserm, Université de Lyon, Philips (United Kingdom), iMinds, Invenio Imaging (United States), IMEC, Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé, Institut National des Sciences Appliquées de Lyon, University of Lübeck, KU Leuven
ORCID: 0000-0003-3788-2257
Observed ORCID: 0000-0003-3788-2257
OpenAlex ID: A5032755512
Translational AI and Deep Learning in Diagnostic Pathology
2019 · Ahmed Serag, Adrian Ion-Margineanu, et al. · Frontiers in Medicine · 284
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Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features
2017 · Adrian Ion-Mărgineanu, Gabriel Kocevar, et al. · Frontiers in Neuroscience · 66
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Novel rapid intraoperative qualitative tumor detection by a residual convolutional neural network using label-free stimulated Raman scattering microscopy
2022 · David Reinecke, Niklas von Spreckelsen, et al. · Acta Neuropathologica Communications · 50
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Intraoperative microscopic autofluorescence detection and characterization in brain tumors using stimulated Raman histology and two-photon fluorescence
2023 · Gina Fürtjes, David Reinecke, et al. · Frontiers in Oncology · 27
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Classifying Glioblastoma Multiforme Follow-Up Progressive vs. Responsive Forms Using Multi-Parametric MRI Features
2017 · Adrian Ion-Mărgineanu, Sofie Van Cauter, et al. · Frontiers in Neuroscience · 25
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Stimulated Raman Histology Interpretation by Artificial Intelligence Provides Near-Real-Time Pathologic Feedback for Unprocessed Prostate Biopsies
2023 · M. P. Mannas, F. M. Deng, et al. · The Journal of Urology · 21
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Streamlined Intraoperative Brain Tumor Classification and Molecular Subtyping in Stereotactic Biopsies Using Stimulated Raman Histology and Deep Learning
2024 · David Reinecke, Daniel Ruess, et al. · Clinical Cancer Research · 20
Predictive models demonstrate age‐dependent association of subcortical volumes and cognitive measures
2022 · Akila Weerasekera, Adrian Ion‐Mărgineanu, et al. · Human Brain Mapping · 17
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Subcortical-cortical white matter connectivity in adults with autism spectrum disorder and schizophrenia patients
2024 · Akila Weerasekera, Adrian Ion-Mărgineanu, et al. · Psychiatry Research Neuroimaging · 13
Subcortical Brain Morphometry Differences between Adults with Autism Spectrum Disorder and Schizophrenia
2022 · Akila Weerasekera, Adrian Ion-Mărgineanu, et al. · Brain Sciences · 12
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A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations
2017 · Adrian Ion-Mărgineanu, Gabriel Kocevar, et al. · Lecture notes in computer science · 12
Stimulated Raman Histology and Artificial Intelligence Provide Near Real-Time Interpretation of Radical Prostatectomy Surgical Margins
2025 · Miles P. Mannas, Fang-Ming Deng, et al. · The Journal of Urology · 10
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Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients
2015 · Adrian Ion-Margineanu, Sofie Van Cauter, et al. · BioMed Research International · 8
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Intraoperative margin assessment with near real time pathology during partial gland ablation of prostate cancer: A feasibility study
2024 · Miles P. Mannas, Fang-Ming Deng, et al. · Urologic Oncology Seminars and Original Investigations · 7
AI-driven label-free Raman spectromics for intraoperative spinal tumor assessment
2026 · David Reinecke, Nina Müller, et al. · npj Digital Medicine · 3
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Visual manifold sensing
2014 · Irina Burciu, Adrian Ion-Margineanu, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 3
Detection and Isolation of Cancer in Prostate Biopsies Using Stimulated Raman Histology and Artificial Intelligence
2025 · Lea Lough, Mingyu Sheng, et al. · Journal of Visualized Experiments · 2
Data from Streamlined Intraoperative Brain Tumor Classification and Molecular Subtyping in Stereotactic Biopsies Using Stimulated Raman Histology and Deep Learning
2024 · David Reinecke, Daniel Ruess, et al. · 1
Comparison of manual and semi-manual delineations for classifying glioblastoma multiforme patients based on histogram and texture MRI features.
2017 · Adrian Ion‐Mărgineanu, Sofie Van Cauter, et al. · Lirias · 1
Ip43-25 Prospective Near Real-time Prostate Cancer Diagnosis and Risk Stratification Using Stimulated Raman Histology and Artificial Intelligence From Mri-targeted Biopsies
2026 · Lea Lough, Takeshi Namekawa, et al. · The Journal of Urology
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Ip49-29 Improving Prostate Cancer Molecular Analysis Through Mri Targeted Prostate Biopsy Assessment With Stimulated Raman Histology Paired With Artificial Intelligence
2026 · Takeshi Namekawa, Martin Gleave, et al. · The Journal of Urology
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Enhancing the molecular assessment of MRI targeted prostate biopsies utilizing near real time stimulated Raman histology and artificial intelligence.
2026 · Takeshi Namekawa, Martin Gleave, et al. · Journal of Clinical Oncology
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A0714 Enhancing prostate cancer molecular analysis through near real-time MRI targeted prostate biopsy risk stratification with stimulated Raman histology paired with artificial intelligence
2026 · T. Takeshi, L. Lea, et al. · European Urology
Performance of intraoperative artificial intelligence-assisted label-free stimulated Raman histology in recurrent brain tumors
2026 · Gina Fürtjes, Abdulkader Al Shughri, et al. · Neuro-Oncology Advances
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P04.08.a Near Real-time Intraoperative Classification of Spinal Tumors Using Label-free Stimulated Raman Histology and Artificial Intelligence
2025 · D Reinecke, N M Müller, et al. · Neuro-Oncology
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Works count: 47
Citation count: 582
H-index: 11
I10-index: 12
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