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 | Radiology Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI. February 20, 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 | Radiology SlicerTMS: Interactive Real-time Visualization of Transcranial Magnetic Stimulation using Augmented Reality and Deep Learning. June 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
Medical Imaging | Radiology A domain-agnostic MR reconstruction framework using a randomly weighted neural network. March 30, 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 Anatomically curated segmentation of human subcortical structures in high resolution magnetic resonance imaging: An open science approach. October 17, 2022
Radiology A review and experimental evaluation of deep learning methods for MRI reconstruction. June 20, 2022
Neurology | Radiology How Machine Learning is Powering Neuroimaging to Improve Brain Health. March 29, 2022