Neurology | Psychiatry DeepComBat: A statistically motivated, hyperparameter-robust, deep learning approach to harmonization of neuroimaging data. July 26, 2024
Genetics | Geriatrics | Neurology Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals. February 14, 2024
Neurology | Radiology Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures. January 18, 2024
Genetics | Neurology | Psychiatry Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. January 8, 2024
Hepatology | Metabolism | Radiology Clinical correlates of CT imaging-derived phenotypes among lean and overweight patients with hepatic steatosis. January 3, 2024
Computer Science | Neurology DeepComBat: A Statistically Motivated, Hyperparameter-Robust, Deep Learning Approach to Harmonization of Neuroimaging Data. May 10, 2023
Neurology | Radiology Image Harmonization: A Review of Statistical and Deep Learning Methods for Removing Batch Effects and Evaluation Metrics for Effective Harmonization. April 21, 2023
Genetics | Neurology | Radiology Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. February 7, 2023
Neurology | Psychiatry | Radiology AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale. January 23, 2023
Neurology | Radiology Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors. September 26, 2021
Biobanking | Informatics | Radiology Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank. February 12, 2021
Neurology | Psychiatry | Radiology MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide. June 27, 2020