Publications of Mauricio Reyes
2024
Metrics reloaded: recommendations for image analysis validation (2024), in: Nature Methods | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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Understanding metric-related pitfalls in image analysis validation (2024), in: Nature Method | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision, 2023 | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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2022
Comparison of MR preprocessing strategies and sequences for radiomics-based MGMT prediction, in: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (MICCAI/BrainLes 2021), Cham, pages 367–380, Springer International Publishing, 2022 | , , , , , , , and ,
[DOI] |
Deep learning classifier for MGMT promoter methylation status in glioblastoma cancer, in: 2022 Annual Meeting of the European Society of Radiation Oncology (ESTRO), 2022 | , , , , , and ,
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Impact of deep learning segmentation methods on the robustness of MR glioblastoma radiomics, in: 2022 Annual Meeting of the European Society of Radiation Oncology (ESTRO), 2022 | , , , , , , , , , , , and ,
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2021
Common limitations of performance metrics in biomedical image analysis, in: MIDLconference, 2021 | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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