Neurology | Radiology Enhanced choroid plexus segmentation with 3D UX-Net and its association with disease progression in multiple sclerosis. July 10, 2024
Ophthalmology 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs. April 24, 2024
Ophthalmology AI-based support for optical coherence tomography in age-related macular degeneration. April 8, 2024
Neurology | Radiology Learning from pseudo-labels: deep networks improve consistency in longitudinal brain volume estimation. July 24, 2023
Neurology | Radiology A data-driven model of brain volume changes in progressive supranuclear palsy. July 16, 2022
Neurology | Radiology A Deep Learning Approach to Predicting Disease Progression in Multiple Sclerosis Using Magnetic Resonance Imaging. January 30, 2022
Radiology Disease Progression Detection via Deep Sequence Learning of Successive Radiographic Scans. January 11, 2022
Health economics | Hospital Medicine Integrated medical resource consumption stratification in hospitalized patients: an Auto Triage Management model based on accurate risk, cost and length of stay prediction. October 11, 2021
Oncology | Pathology Artificial intelligence strategy integrating morphologic and architectural biomarkers provides robust diagnostic accuracy for disease progression in Chronic Lymphocytic Leukemia. September 10, 2021
Infectious Disease | Internal Medicine Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning. February 9, 2021
Neurology | Radiology Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs. December 3, 2020
Clinical Informatics | Oncology Outcome-Oriented Deep Temporal Phenotyping of Disease Progression. December 1, 2020