Ophthalmology Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration. April 1, 2021
Ophthalmology Predicting risk of late age-related macular degeneration using deep learning. September 9, 2020
Ophthalmology Deep learning automated detection of reticular pseudodrusen from fundus autofluorescence images or color fundus photographs in AREDS2. May 24, 2020
Biomedical Informatics | Clinical Informatics Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records. April 30, 2020
Bioinformatics | Biomedical Text Mining BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale. April 23, 2020
Ophthalmology A Deep Learning Approach for Automated Detection of Geographic Atrophy from Color Fundus Photographs. July 30, 2019
Ophthalmology A multi-task deep learning model for the classification of Age-related Macular Degeneration. July 1, 2019
Biomedicine | Medical Informatics ML-Net: multi-label classification of biomedical texts with deep neural networks. June 24, 2019
Ophthalmology DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs. March 29, 2019
Bioinformatics | Precision Medicine Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine. February 8, 2019