| Evaluating an automated machine learning model that predicts visual acuity outcomes in patients with neovascular age-related macular degeneration A Abbas, C O’Byrne, DJ Fu, G Moraes, K Balaskas, R Struyven, S Beqiri, ... Graefe's Archive for Clinical and Experimental Ophthalmology 260 (8), 2461-2473, 2022 | 29 | 2022 |
| Applications of interpretability in deep learning models for ophthalmology AM Hanif, S Beqiri, PA Keane, JP Campbell Current opinion in ophthalmology 32 (5), 452, 2021 | 21 | 2021 |
| Clinician-Driven AI: Code-Free Self-Training on Public Data for Diabetic Retinopathy Referral E Korot, MB Gonçalves, J Huemer, S Beqiri, H Khalid, M Kelly, M Chia, ... JAMA ophthalmology 141 (11), 1029-1036, 2023 | 11 | 2023 |
| Exploring the What-If-Tool as a solution for machine learning explainability in clinical practice R Singh, A Abbas, S Beqiri, E Korot, R Struyven, P Keane Investigative Ophthalmology & Visual Science 62 (8), 79-79, 2021 | 5 | 2021 |
| GliaMorph: A modular image analysis toolkit to quantify Müller glial cell morphology E Kugler, I Bravo, X Durmishi, S Marcotti, S Beqiri, A Carrington, ... Development 150 (3), dev201008, 2023 | 4 | 2023 |
| Using the What-if Tool to perform nearest counterfactual analysis on an AutoML model that predicts visual acuity outcomes in patients receiving treatment for wet age-related … A Abbas, S Beqiri, S Wagner, E Korot, R Singh, R Struyven, P Keane Investigative Ophthalmology & Visual Science 62 (8), 291-291, 2021 | 2 | 2021 |
| Qualitative comparison of AutoML explainability tools with bespoke saliency methods S Beqiri, E Rustemi, M Kelly, R Struyven, E Korot, PA Keane Investigative Ophthalmology & Visual Science 63 (7), 200–F0047-200–F0047, 2022 | 1 | 2022 |
| Investigating the impact of saliency maps on clinician’s confidence in model predictions S Beqiri, A Abbas, E Korot, S Wagner, R Struyven, M Kelly, R Singh, ... Investigative Ophthalmology & Visual Science 62 (8), 2297-2297, 2021 | 1 | 2021 |
| Evaluating the Persistence of Large Choroidal Hypertransmission Defects using SS-OCT Imaging S Beqiri, G Herrera, J Liu, M Shen, A Berni, OS El-Mulki, Y Cheng, ... Experimental eye research, 110117, 2024 | | 2024 |
| Democratizing Clinican-driven AI: Self-training with Code-free AutoML and Public Data MD Edward Korot, MD Mariana Batista, MD Josef Huemer, BS Sara Beqiri, ... | | |
