| Designing Interaction with AI for Human Learning: Towards Human-Machine Teaming in Radiology Training M Brereton, AH Ambe, D Lovell, L Sitbon, T Capel, A Soro, Y Xu, ... Proceedings of the 35th Australian Computer-Human Interaction Conference …, 2023 | | 2023 |
| Performance of tumour microenvironment deconvolution methods in breast cancer using single-cell simulated bulk mixtures KA Tran, V Addala, RL Johnston, D Lovell, A Bradley, LT Koufariotis, ... Nature Communications 14 (1), 5758, 2023 | 9 | 2023 |
| Never mind the metrics-what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective D Lovell, D Miller, J Capra, AP Bradley International Conference on Machine Learning, 22702-22757, 2023 | 7* | 2023 |
| Bias Identification with RankPix Saliency S Konate, L Lebrat, R Santa Cruz, C Fookes, A Bradley, O Salvado ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
| When to Use Augmentation-Variability Insufficient for Cortical Thickness Estimation Improvement F Rusak, R Santa Cruz, H Chourak, E Smith, J Fripp, C Fookes, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
| Comparison of independent, participant-led, high-resolution studies of pitch-matching in post-lingual single-sided cochlear implant recipients D Lovell, W Martens, J Bradford, A Bradley, AM Crowe, M McKague, ... Journal of the Acoustical Society of America 154 (4 Supplement), Article …, 2023 | | 2023 |
| Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods F Rusak, R Santa Cruz, L Lebrat, O Hlinka, J Fripp, E Smith, C Fookes, ... Medical Image Analysis 82, 102576, 2022 | 11 | 2022 |
| Lesser of two evils improves learning in the context of cortical thickness estimation models-choose wisely F Rusak, RS Cruz, E Smith, J Fripp, C Fookes, P Bourgeat, AP Bradley MICCAI Workshop on Data Augmentation, Labelling, and Imperfections, 33-42, 2022 | 1 | 2022 |
| Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study L Oakden-Rayner, W Gale, TA Bonham, MP Lungren, G Carneiro, ... The Lancet Digital Health 4 (5), e351-e358, 2022 | 52 | 2022 |
| Correction to: Taking the Confusion Out of Multinomial Confusion Matrices and Imbalanced Classes D Lovell, B McCarron, B Langfield, K Tran, AP Bradley Australasian Conference on Data Mining, C1-C1, 2021 | | 2021 |
| Taking the confusion out of multinomial confusion matrices and imbalanced classes D Lovell, B McCarron, B Langfield, K Tran, AP Bradley Australasian Conference on Data Mining, 16-30, 2021 | 6 | 2021 |
| Deep learning in cancer diagnosis, prognosis and treatment selection KA Tran, O Kondrashova, A Bradley, ED Williams, JV Pearson, N Waddell Genome Medicine 13, 1-17, 2021 | 437 | 2021 |
| A comparison of saliency methods for deep learning explainability S Konate, L Lebrat, R Santa Cruz, E Smith, A Bradley, C Fookes, ... 2021 Digital Image Computing: Techniques and Applications (DICTA), 01-08, 2021 | 2 | 2021 |
| Towards data‐driven quantification of skin ageing using reflectance confocal microscopy SC Hames, AP Bradley, M Ardigo, HP Soyer, TW Prow International Journal of Cosmetic Science 43 (4), 466-473, 2021 | 1 | 2021 |
| Smocam: Smooth conditional attention mask for 3d-regression models S Konate, L Lebrat, R Santa Cruz, P Bourgeat, V Dorê, J Fripp, A Bradley, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 362-366, 2021 | 2 | 2021 |
| Detail matters: High-frequency content for realistic synthetic mri generation F Rusak, RS Cruz, E Smith, J Fripp, C Fookes, P Bourgeat, A Bradley Simulation and Synthesis in Medical Imaging: 6th International Workshop …, 2021 | 2 | 2021 |
| Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI H Min, D McClymont, SS Chandra, S Crozier, AP Bradley Biomedical Physics & Engineering Express 6 (6), 065027, 2020 | 3 | 2020 |
| 4th MICCAI workshop on deep learning in medical image analysis G Carneiro, JMRS Tavares, AP Bradley, JP Papa, V Belagiannis, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2020 | | 2020 |
| Investigation of the inherent left‐right flow balancing of rotary total artificial hearts by means of a resistance box F Nestler, DL Timms, M Stevens, AP Bradley, SJ Wilson, M Kleinheyer, ... Artificial Organs 44 (6), 584-593, 2020 | 5 | 2020 |
| Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and mask r-cnn H Min, D Wilson, Y Huang, S Liu, S Crozier, AP Bradley, SS Chandra 2020 IEEE 17th International symposium on biomedical imaging (ISBI), 1111-1115, 2020 | 43 | 2020 |
Gustavo CarneiroProfessor of AI and Machine Learning, University of SurreyVerified email at surrey.ac.uk