Publications
Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.
- Guo, Z, Li, W, Qian, Y, Arandelovic, O & Fang, L 2024, 'A white-box false positive adversarial attack method on contrastive loss based offline handwritten signature verification models', Paper presented at 27th International Conference on Artificial Intelligence and Statistics, Valencia, Spain, 2/05/24 - 4/05/24. https://doi.org/10.48550/arXiv.2308.08925
- Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
- Howie, J & Konovalov, O 2024, Generalised triangle groups of type (2,3,2) with no cyclic essential representations. in Festschrift in honour of Gerhard Rosenberger's 80th birthday. de Gruyter, Berlin.
- Geel, J, Van Zyl, A, du Plessis, J, Hendricks, M, Goga, Y, Carr, A, Neethling, B, Hramyka, A, Omar, F, Mathew, R, Louw, L, Naidoo, T, Ngcana, T, Schickerling, T, Netshituni , V, Madzhia, E, du Plessis, L, Kelsey, T, Ballot, D & Metzger, M 2024, 'Improved survival of children and adolescents with classical Hodgkin lymphoma treated on a harmonised protocol in South Africa', Pediatric Blood & Cancer, vol. 71, no. 1, e30712. https://doi.org/10.1002/pbc.30712
- Dimitriou, N, Arandelovic, O & Harrison, DJ 2024, 'Magnifying networks for histopathological images with billions of pixels', Diagnostics, vol. 14, no. 5, 524. https://doi.org/10.3390/diagnostics14050524
- McHale, CT, Cruickshank, S, Brown, T, Torrens, C, Armes, J, Fenlon, D, Banks, E, Kelsey, T & Humphris, GM 2024, 'Mini-AFTERc: a controlled pilot trial of a nurse-led psychological intervention for fear of breast cancer recurrence', Pilot and Feasibility Studies, vol. 10, 3. https://doi.org/10.1186/s40814-023-01431-x
- Hanassab, S, Abbara, A, Yeung, AC, Voliotis, M, Tsaneva-Atanasova, K, Kelsey, T, Trew, GH, Nelson, SM, Heinis, T & Dhillo, WS 2024, 'The prospect of artificial intelligence to personalize assisted reproductive technology', npj Digital Medicine, vol. 7, no. 55, 55. https://doi.org/10.1038/s41746-024-01006-x
- Sado, K, Keenan, K, Manataki, A, Kesby, M, Mushi, MF, Mshana, SE, Mwanga, JR, Neema, S, Asiimwe, B, Bazira, J, Kiiru, J, Green, DL, Ke, X, Maldonado-Barragán, A, Abed Al Ahad, M, Fredricks, KJ, Gillespie, SH, Sabiiti, W, Mmbaga, BT, Kibiki, G, Aanensen, D, Smith, VA, Sandeman, A, Sloan, DJ, Holden, MTG & Consortium, OBOHATUA 2024, 'Treatment seeking behaviours, antibiotic use and relationships to multi-drug resistance: a study of urinary tract infection patients in Kenya, Tanzania and Uganda', PLOS Global Public Health, vol. 4, no. 2, e0002709. https://doi.org/10.1371/journal.pgph.0002709
- Kumar, M, Singh, S & Bowles, J 2024, 'Variational Bayesian deep fuzzy models for interpretable classification', Engineering Applications of Artificial Intelligence, vol. 132, 107900. https://doi.org/10.1016/j.engappai.2024.107900
- Jenkinson, E & Arandelovic, O 2024, 'Whole slide image understanding in pathology: what is the salient scale of analysis?', BioMedInformatics, vol. 4, no. 1, pp. 489-518. https://doi.org/10.3390/biomedinformatics4010028
- Guo, Z, Arandelovic, O, Reid, D & Lei, Y 2023, 'A Siamese transformer network for zero-shot ancient coin classification', Journal of Imaging, vol. 9, no. 6, 107. https://doi.org/10.3390/jimaging9060107