Data Science | Nephrology Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network. November 4, 2021
Ophthalmology Automated detection of retinal exudates and drusen in ultra-widefield fundus images based on deep learning. August 4, 2021
Cardiology Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram. May 13, 2021
Data Science | Emergency Medicine An interpretable deep-learning model for early prediction of sepsis in the emergency department. March 4, 2021
Clinical Risk Prediction | Healthcare An interpretable risk prediction model for healthcare with pattern attention. December 31, 2020
Ophthalmology Deep learning from “passive feeding” to “selective eating” of real-world data. December 10, 2020
Ophthalmology Deep learning from “passive feeding” to “selective eating” of real-world data. November 4, 2020
Clinical Research | Medical Informatics | Predictive Modeling Combining structured and unstructured data for predictive models: a deep learning approach. October 30, 2020
Cardiology | Health Informatics Marrying Medical Domain Knowledge With Deep Learning on Electronic Health Records: A Deep Visual Analytics Approach. September 29, 2020
Ophthalmology Deep learning for automated glaucomatous optic neuropathy detection from ultra-widefield fundus images. September 17, 2020
Bioinformatics | Drug Discovery | Pharmacology A deep learning framework for high-throughput mechanism-driven phenotype compound screening. August 4, 2020
Ophthalmology Development and Evaluation of a Deep Learning System for Screening Retinal Hemorrhage Based on Ultra-Widefield Fundus Images. June 10, 2020