Neonatology | Neurology | Radiology Brain Structural Connectivity Guided Vision Transformers for Identification of Functional Connectivity Characteristics in Preterm Neonates. January 29, 2024
Ophthalmology Development and validation of a semi-supervised deep learning model for automatic retinopathy of prematurity staging. January 25, 2024
Artificial Intelligence | Radiology Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning. June 19, 2023
Ophthalmology DeepFundus: A flow-cytometry-like image quality classifier for boosting the whole life cycle of medical artificial intelligence. January 20, 2023
Geriatrics | Ophthalmology Development and validation of a deep learning algorithm based on fundus photographs for estimating the CAIDE dementia risk score. December 29, 2022
Neurology | Psychiatry Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs). November 29, 2022
Neurology | Neuroscience Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task Domains. August 5, 2022
Neurology | Neuroscience Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs). June 24, 2022
Ophthalmology Artificial Intelligence for Screening of Multiple Retinal and Optic Nerve Diseases. May 3, 2022