Bioinformatics | Biomedical Informatics | Medical Genetics PhenoTagger: A Hybrid Method for Phenotype Concept Recognition using Human Phenotype Ontology. January 20, 2021
Ophthalmology Predicting risk of late age-related macular degeneration using deep learning. September 9, 2020
Biomedical imaging | Radiology COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature. June 18, 2020
Ophthalmology Deep learning automated detection of reticular pseudodrusen from fundus autofluorescence images or color fundus photographs in AREDS2. May 24, 2020
Biomedical Informatics | Computer Science Recent advances in biomedical literature mining. May 18, 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
Bioinformatics | Biomedical Research | Text Mining PubTator central: automated concept annotation for biomedical full text articles. May 22, 2019