Ophthalmology Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach. December 7, 2023
Ophthalmology Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels. October 17, 2022
Computer Science | Neurology EEG-GAT: Graph Attention Networks for Classification of Electroencephalogram (EEG) Signals. September 10, 2022
Cardiology | Radiology PENet: Continuous-Valued Pulmonary Edema Severity Prediction On Chest X-ray Using Siamese Convolutional Networks. September 10, 2022
Ophthalmology | Pediatrics Single-Examination Risk Prediction of Severe Retinopathy of Prematurity. November 23, 2021
Biomedical Engineering | Neurology EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks. April 30, 2021
Neurology | Radiology Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection. September 21, 2019
Ophthalmology A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment. July 3, 2019
Artificial Intelligence | Ophthalmology | Pediatrics Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning. July 3, 2019
Artificial Intelligence | Ophthalmology | Pediatrics Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. May 8, 2019
Ophthalmology Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity. May 8, 2019