Engelmann, Justin

1. Conditional Wasserstein GAN-based Oversampling of Tabular Data for\n Imbalanced Learning
   2020/08/20 by Justin Engelmann, Engelmann, Justin, Stefan Lessmann +1 · 8 citations
   Business, Management and Accounting · Computer Science · Health Professions · #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Medical Coding and Health Information
2. Training a high-performance retinal foundation model with half-the-data and 400 times less compute
   2024/04/30 by Justin Engelmann, Miguel O. Bernabéu, Engelmann, Justin +1 · 5 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Retinal Imaging and Analysis #Retinal and Macular Surgery
3. QuickQual: Lightweight, convenient retinal image quality scoring with off-the-shelf pretrained models
   2023/07/25 by Engelmann, Justin, Storkey, Amos, Bernabeu, Miguel O. · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM)
4. Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics
   2025/09/03 by Yukun Zhou, Zhou, Yukun, Paul Nderitu +42 · 1 citation
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.10 #Image and Video Processing (eess.IV) #J.3 #Retinal Imaging and Analysis #Retinal and Optic Conditions #electronic engineering #information engineering