Global explainability in aligned image modalities. - Justin Engelmann; Amos J. Storkey; Miguel O. Bernabeu (CoRR, 2021)

Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning. - Justin Engelmann; Stefan Lessmann (Expert Syst. Appl., 2021)

Robust and Efficient Computation of Retinal Fractal Dimension Through Deep Approximation. - Justin Engelmann; Ana Villaplana-Velasco; Amos J. Storkey; Miguel O. Bernabeu (OMIA@MICCAI, 2022)

Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions. - Justin Engelmann; Alice D. McTrusty; Ian J. C. MacCormick; Emma Pead; Amos J. Storkey; Miguel O. Bernabeu (CoRR, 2022)

Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning. - Justin Engelmann; Alice D. McTrusty; Ian J. C. MacCormick; Emma Pead; Amos J. Storkey; Miguel O. Bernabeu (Nat. Mac. Intell., 2022)

QuickQual: Lightweight, Convenient Retinal Image Quality Scoring with Off-the-Shelf Pretrained Models. - Justin Engelmann; Amos J. Storkey; Miguel O. Bernabeu (OMIA@MICCAI, 2023)

Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline. - Jamie Burke; Justin Engelmann; Charlene Hamid; Megan Reid-Schachter; Tom Pearson; Dan Pugh; Neeraj Dhaun; Stuart King; Tom J. MacGillivray; Miguel O. Bernabeu; Amos J. Storkey; Ian J. C. MacCormick (CoRR, 2023)

Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography. - Justin Engelmann; Jamie Burke; Charlene Hamid; Megan Reid-Schachter; Dan Pugh; Neeraj Dhaun; Diana Moukaddem; Lyle Gray; Niall C. Strang; Paul McGraw; Amos J. Storkey; Paul J. Steptoe; et al. (CoRR, 2023)

An Ultra-efficient Method for Real-Time Ultra-widefield Fundus Image Quality Assessment. - Justin Engelmann; Lucas Gago (UWF4DR@MICCAI, 2024)

Ultra-fast Detection of Referable Diabetic Retinopathy and Macular Edema in Ultra-widefield Fundus Imaging Using a Unified Risk Score. - Justin Engelmann; Lucas Gago (UWF4DR@MICCAI, 2024)

Applicability of oculomics for individual risk prediction: Repeatability and robustness of retinal Fractal Dimension using DART and AutoMorph. - Justin Engelmann; Diana Moukaddem; Lucas Gago; Niall C. Strang; Miguel O. Bernabeu (CoRR, 2024)

Training a high-performance retinal foundation model with half-the-data and 400 times less compute. - Justin Engelmann; Miguel O. Bernabeu (CoRR, 2024)

Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images. - Jamie Burke; Justin Engelmann; Charlene Hamid; Diana Moukaddem; Dan Pugh; Neeraj Dhaun; Amos J. Storkey; Niall C. Strang; Stuart King; Tom J. MacGillivray; Miguel O. Bernabeu; Ian J. C. MacCormick (CoRR, 2024)

SLOctolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in scanning laser ophthalmoscopy images. - Jamie Burke; Samuel Gibbon; Justin Engelmann; Adam Threlfall; Ylenia Giarratano; Charlene Hamid; Stuart King; Ian J. C. MacCormick; Thomas J. MacGillivray (CoRR, 2024)

OCTolyzer: Fully automatic analysis toolkit for segmentation and feature extracting in optical coherence tomography (OCT) and scanning laser ophthalmoscopy (SLO) data. - Jamie Burke; Justin Engelmann; Samuel Gibbon; Charlene Hamid; Diana Moukaddem; Dan Pugh; Tariq E. Farrah; Niall C. Strang; Neeraj Dhaun; Thomas J. MacGillivray; Stuart King; Ian J. C. MacCormick (CoRR, 2024)