Ophthalmology Uni4Eye++: A General Masked Image Modeling Multi-modal Pre-training Framework for Ophthalmic Image Classification and Segmentation. July 2, 2024
Ophthalmology JOINEDTrans: Prior guided multi-task transformer for joint optic disc/cup segmentation and fovea detection. May 23, 2024
Neurology | Neuroradiology | Psychiatry Toward hippocampal volume measures on ultra-high field magnetic resonance imaging: a comprehensive comparison study between deep learning and conventional approaches. December 29, 2023
Ophthalmology Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. November 9, 2023
Radiology Accurate measurement of magnetic resonance parkinsonism index by a fully automatic and deep learning quantification pipeline. July 22, 2023
Ophthalmology Identifying the Key Components in ResNet-50 for Diabetic Retinopathy Grading from Fundus Images: A Systematic Investigation. May 27, 2023
Biomedical Engineering | Oncology | Pharmacology A 3D Tumor-Mimicking In Vitro Drug Release Model of Locoregional Chemoembolization Using Deep Learning-Based Quantitative Analyses. February 16, 2023
Ophthalmology AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. July 22, 2022
Neurology | Psychiatry Cognitive Challenges Are Better in Distinguishing Binge From Nonbinge Drinkers: An Exploratory Deep-Learning Study of fMRI Data of Multiple Behavioral Tasks and Resting State. July 9, 2022
Medical Imaging | Pathology | Surgical Oncology Classification of gastric cancerous tissues by a residual network based on optical coherence tomography images. March 28, 2022
Artificial Intelligence | Medical Imaging | Radiology Drr4covid: Learning Automated COVID-19 Infection Segmentation From Digitally Reconstructed Radiographs. November 23, 2021