Neurology | Psychiatry DeepComBat: A statistically motivated, hyperparameter-robust, deep learning approach to harmonization of neuroimaging data. July 26, 2024
Oncology | Radiology Multicenter PET image harmonization using generative adversarial networks. May 2, 2024
Radiology Learning multi-site harmonization of magnetic resonance images without traveling human phantoms. February 29, 2024
Neurology | Radiology DeepResBat: deep residual batch harmonization accounting for covariate distribution differences. January 31, 2024
Neurology | Radiology A three-dimensional deep learning model for inter-site harmonization of structural MR images of the brain: Extensive validation with a multicenter dataset. December 18, 2023
Neurology | Radiology Deep Learning-Driven Transformation: A Novel Approach for Mitigating Batch Effects in Diffusion MRI Beyond Traditional Harmonization. October 25, 2023
Neurology | Radiology MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data. August 18, 2023
Computer Science | Neurology DeepComBat: A Statistically Motivated, Hyperparameter-Robust, Deep Learning Approach to Harmonization of Neuroimaging Data. May 10, 2023
Radiology Deep learning-based harmonization of CT reconstruction kernels towards improved clinical task performance. November 10, 2022
Radiology Self-supervised learning for multi-center magnetic resonance imaging harmonization without traveling phantoms. June 22, 2022
Neurology | Radiology Contrastive semi-supervised harmonization of single-shell to multi-shell diffusion MRI. June 18, 2022
Neurology | Radiology Deep residual inception encoder-decoder network for amyloid PET harmonization. February 10, 2022