Cardiology | Epidemiology | Neurology Comparison of State-of-the-Art Neural Network Survival Models with the Pooled Cohort Equations for Cardiovascular Disease Risk Prediction. January 24, 2023
Ophthalmology Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning. January 19, 2023
Bioinformatics Assigning species information to corresponding genes by a sequence labeling framework. October 13, 2022
Ophthalmology Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. March 21, 2022
Radiology Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images. January 20, 2022
Ophthalmology Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity. January 6, 2022
Biomedical Informatics | Clinical Informatics | Natural Language Processing Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study. December 30, 2021
Ophthalmology Predicting risk of late age-related macular degeneration using deep learning. August 27, 2021
Biomedical imaging | Medical Informatics | Radiology COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature. May 18, 2021
Ophthalmology Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration. April 1, 2021
Radiology Generalized Zero-shot Chest X-ray Diagnosis through Trait-Guided Multi-view Semantic Embedding with Self-training. February 1, 2021