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
Pathology | Urology Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens. July 28, 2020
Dermatology | Primary Care A deep learning system for differential diagnosis of skin diseases. May 19, 2020
Ophthalmology Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. January 8, 2020
Internal Medicine | Machine Learning | Ophthalmology Detection of anaemia from retinal fundus images via deep learning. December 24, 2019
Radiology Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation. December 3, 2019
Ophthalmology Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs. September 28, 2019
Ophthalmology Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program. July 25, 2019
Genitourinary Surgery | Oncology | Pathology Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer. July 24, 2019
Healthcare quality improvement | Predictive Medicine Scalable and accurate deep learning with electronic health records. July 18, 2019