Justin Engelmann
Moorfields Eye Hospital NHS Foundation Trust(GB)NIHR Moorfields Biomedical Research Centre(GB)Institute of Ophthalmology(MX)Moorfields Eye Hospital(GB)University College London(GB)
Publications by Year
Research Areas
Retinal Imaging and Analysis, Retinal Diseases and Treatments, Retinal and Optic Conditions, Artificial Intelligence in Healthcare and Education, Digital Imaging for Blood Diseases
Most-Cited Works
- → Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning(2021)27 cited
- → Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning(2022)25 cited
- → Using artificial intelligence to improve human performance: efficient retinal disease detection training with synthetic images(2024)15 cited
- → An Open-Source Deep Learning Algorithm for Efficient and Fully Automatic Analysis of the Choroid in Optical Coherence Tomography(2023)11 cited
- → Robust and Efficient Computation of Retinal Fractal Dimension Through Deep Approximation(2022)9 cited
- → Fine-mapping of retinal vascular complexity loci identifies Notch regulation as a shared mechanism with myocardial infarction outcomes(2023)9 cited