Neurology | Neuroscience TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography. July 11, 2024
Cognitive Psychology | Neurology | Radiology TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. March 8, 2024
Neurology | Neurosurgery | Radiology Tractography-based automated identification of the retinogeniculate visual pathway with novel microstructure-informed supervised contrastive learning. January 23, 2024
Neurology | Radiology DDParcel: deep learning anatomical brain parcellation from diffusion MRI. November 9, 2023
Neurology | Neurosurgery Deep Fiber Clustering: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation. April 5, 2023
Neurology | Radiology Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions. January 27, 2023
Neurology | Radiology How Machine Learning is Powering Neuroimaging to Improve Brain Health. March 29, 2022
Neurology | Radiology Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration. December 30, 2021
Medical Imaging | Neurology | Radiology Deep Learning Based Segmentation of Brain Tissue from Diffusion MRI. March 19, 2021
Neurology | Radiology Image registration: Maximum likelihood, minimum entropy and deep learning. January 3, 2021
Neurology | Radiology Deep white matter analysis (DeepWMA): Fast and consistent tractography segmentation. July 4, 2020
Neurology | Radiology Deep white matter analysis: fast, consistent tractography segmentation across populations and dMRI acquisitions. June 19, 2020