Endocrinology | General Medicine | Ophthalmology Detection of signs of disease in external photographs of the eyes via deep learning. March 30, 2022
Ophthalmology Real-time diabetic retinopathy screening by deep learning in a multisite national screening programme: a prospective interventional cohort study. March 11, 2022
Ophthalmology Deep learning to detect optical coherence tomography-derived diabetic macular edema from retinal photographs: a multicenter validation study. January 9, 2022
Bioinformatics | Genomics | Microbiology Virtifier: A deep learning-based identifier for viral sequences from metagenomes. December 15, 2021
Dermatology Does your dermatology classifier know what it doesn’t know? Detecting the long-tail of unseen conditions. November 3, 2021
Radiology Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19. September 2, 2021
Ophthalmology Predicting the risk of developing diabetic retinopathy using deep learning. March 18, 2021
Cardiology | Dermatology | Ophthalmology | Pathology Deep learning-enabled medical computer vision. January 9, 2021
Ophthalmology Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders. December 31, 2020
Bioinformatics | Genomics | Microbiology RNN-VirSeeker: a deep learning method for identification of short viral sequences from metagenomes. December 14, 2020
Computer Vision | Machine Learning Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation. September 11, 2020
Artificial Intelligence | Computer Science MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation. September 4, 2020