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
Oncology | Radiology Detection and classification of breast lesions using multiple information on contrast-enhanced mammography by a multiprocess deep-learning system: A multicenter study. September 11, 2023
Radiology Multitask Deep Learning-Based Whole-Process System for Automatic Diagnosis of Breast Lesions and Axillary Lymph Node Metastasis Discrimination from Dynamic Contrast-Enhanced-MRI: A Multicenter Study. July 27, 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