Article

Fajtl, Jiri, Welikala, Roshan A., Barman, Sarah, Chambers, Ryan, Bolter, Louis, Anderson, John, Olvera-Barrios, Abraham, Shakespeare, Royce, Egan, Catherine, Owen, Christopher G., Tufail, Adnan and Rudnicka, Alicja R. (2024) Trustworthy evaluation of clinical AI for analysis of medical images in diverse populations. NEJM AI, 1(9), ISSN (print) 2836-9386

Olvera-Barrios, Abraham, Rudnicka, Alicja R, Anderson, John, Bolter, Louis, Chambers, Ryan, Warwick, Alasdair N, Welikala, Roshan, Fajtl, Jiri, Barman, Sarah, Remagnino, Paolo, Wu, Yue, Lee, Aaron, Chew, Emily Y, Ferris, Frederick L., Hingorani, Aroon D, Sofat, Reecha, Egan, Catherine, Tufail, Adnan, Owen, Christopher G and the ARIAS Research Group (2023) Two-year recall for people with no diabetic retinopathy : a multiethnic population-based retrospective cohort study using real-world data to quantify the effect. British Journal of Ophthalmology(107), pp. 1839-1845. ISSN (print) 0007-1161

Dupre, Robert, Fajtl, Jiri, Argyriou, Vasileios and Remagnino, Paolo (2020) Improving dataset volumes and model accuracy with semi-supervised iterative self-learning. IEEE Transactions on Image Processing, 29, pp. 4337-4348. ISSN (print) 1057-7149

Conference or Workshop Item

Hegde, Meg, Rahman, Farzana, Welikala, Roshan, Fajtl, Jiri, Owen, Christopher, Rudnicka, Alicja and Barman, Sarah (2024) Analysis on multi-ethnic retinal fundus image datasets of debiasing techniques in deep learning for diabetic macular edema recognition. In: Medical Image Understanding and Analysis (MIUA) 2024; 24-26 Jul 2024, Manchester, U.K..

Fajtl, Jiri, Argyriou, Vasileios, Monekosso, Dorothy and Remagnino, Paolo (2020) Latent Bernoulli autoencoder. In: ICML 2020 : Thirty-seventh International Conference on Machine Learning; 13 - 18 Jul 2020, Online.

Kim, Chloe Eunhyang, Dar Oghaz, Mahdi Maktab, Fajtl, Jiri, Argyriou, Vasileios and Remagnino, Paolo (2019) A comparison of embedded deep learning methods for person detection. In: 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; 25-27 Feb 2019, Prague, Czech Republic.

Fajtl, Jiri, Sadeghi Sokeh, Hajar, Argyriou, Vasileios, Monekosso, Dorothy and Remagnino, Paolo (2018) Summarizing videos with attention. In: 14th Asian Conference on Computer Vision (ACCV 2018); 02-06 Dec 2018, Perth, Australia.

Mandal, Bappaditya, Fajtl, Jiri, Argyriou, Vasileios, Monekosso, Dorothy and Remagnino, Paolo (2018) Deep residual network with subclass discriminant analysis for crowd behavior recognition. In: 25th IEEE International Conference on Image Processing (ICIP); 07 Oct - 10 Oct 2018, Athens, Greece.

Fajtl, Jiri, Argyriou, Vasileios, Monekosso, Dorothy and Remagnino, Paolo (2018) AMNet : memorability estimation with attention. In: CVPR 2018; 18 - 22 Jun 2018, Salt Lake City, U.S.. (no. 2946)

Thesis

Fajtl, Jiri (2021) Visual memories. (PhD thesis), Kingston University, .