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Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss.

, , , , , , and . Medical Imaging: Image Processing, volume 12464 of SPIE Proceedings, SPIE, (2023)

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Anatomy-Preserving Nonlinear Registration of Deep Brain ROIs Using Confidence-Based Block-Matching., , , , and . MICCAI (2), volume 5242 of Lecture Notes in Computer Science, page 956-963. Springer, (2008)Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI., , , , , , and . BMC Medical Imaging, 24 (1): 67 (December 2024)ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing., , , , , , and . Comput. Methods Programs Biomed., (2022)Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review., , , , , , , , , and 7 other author(s). Medical Image Anal., (2021)Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort., , , , , , , , , and 5 other author(s). CoRR, (2020)Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss., , , , , , and . Medical Imaging: Image Processing, volume 12464 of SPIE Proceedings, SPIE, (2023)Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation., , , , , , , , , and . Medical Image Anal., (2020)Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI., , , , , , , , , and 1 other author(s). CoRR, (2022)Patient-Specific Biomechanical Model of the Brain: Application to Parkinson's Disease Procedure., , , , and . IS4TH, volume 2673 of Lecture Notes in Computer Science, page 321-331. Springer, (2003)Phase contrast MRI for discriminating brain microbleed in a multicentre clinical study., , , , , , , and . ATSIP, page 265-270. IEEE, (2014)