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Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization.

, , , , , , , , , , and . NeuroImage, (July 2023)

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Iterative ComBat methods for harmonization of radiomic features., , , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 12033 of SPIE Proceedings, SPIE, (2022)Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols., , , , , , , , , and 3 other author(s). Medical Imaging: Image-Guided Procedures, volume 11315 of SPIE Proceedings, page 113151S. SPIE, (2020)Benchmarking confound regression strategies for the control of motion artifact in studies of functional connectivity, , , , , , , , , and 4 other author(s). (Aug 11, 2016)Multiple Sclerosis Lesion Segmentation Using Joint Label Fusion., , , , , and . Patch-MI@MICCAI, volume 10530 of Lecture Notes in Computer Science, page 138-145. Springer, (2017)Multiple Sclerosis Lesion Segmentation with Tiramisu and 2.5D Stacked Slices., , , , , , , and . MICCAI (3), volume 11766 of Lecture Notes in Computer Science, page 338-346. Springer, (2019)The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview., , , , , , , , , and 15 other author(s). BrainLes@MICCAI (2), volume 11993 of Lecture Notes in Computer Science, page 380-394. Springer, (2019)Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization., , , , , , , , , and 1 other author(s). NeuroImage, (July 2023)Information Criteria for Dynamic Contrast-Enhanced Magnetic Resonance Imaging., , , and . PRNI, page 37-41. IEEE, (2013)Sex-biased trajectories of amygdalo-hippocampal morphology change over human development., , , , , , , , , and 3 other author(s). NeuroImage, (2020)Radiomic features predict local failure-free survival in stage III NSCLC adenocarcinoma treated with chemoradiation., , , , , , , , , and 3 other author(s). Medical Imaging: Computer-Aided Diagnosis, volume 11597 of SPIE Proceedings, SPIE, (2021)