| Deep reinforcement learning for multi-domain dialogue systems H Cuayáhuitl, S Yu, A Williamson, J Carse arXiv preprint arXiv:1611.08675, 2016 | 46 | 2016 |
| Scaling up deep reinforcement learning for multi-domain dialogue systems H Cuayáhuitl, S Yu, A Williamson, J Carse 2017 International Joint Conference on Neural Networks (IJCNN), 3339-3346, 2017 | 30 | 2017 |
| Active learning for patch-based digital pathology using convolutional neural networks to reduce annotation costs J Carse, S McKenna Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10 …, 2019 | 22 | 2019 |
| Unsupervised representation learning from pathology images with multi-directional contrastive predictive coding J Carse, F Carey, S McKenna 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1254-1258, 2021 | 7 | 2021 |
| Calibration of deep medical image classifiers: An empirical comparison using dermatology and histopathology datasets J Carse, A Alvarez Olmo, S McKenna International Workshop on Uncertainty for Safe Utilization of Machine …, 2022 | 2 | 2022 |
| Robust selective classification of skin lesions with asymmetric costs J Carse, T Süveges, S Hogg, E Trucco, C Proby, C Fleming, S McKenna Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2021 | 2 | 2021 |
| Prepare to succeed: real-world image datasets for artificial intelligence in skin cancer triage GXM Chin, T Suveges, J Carse, S Butt, S Muthiah, C Morton, E Trucco, ... British Journal of Dermatology 187 (S1), 125, 2022 | 1 | 2022 |
| Calibrating Where It Matters: Constrained Temperature Scaling S McKenna, J Carse Medical Imaging Meets NeurIPS: An official NeurIPS Workshop, 2023 | | 2023 |
| Classifying real-world macroscopic images in the primary–secondary care interface using transfer learning: implications for development of artificial intelligence solutions … J Carse, T Süveges, G Chin, S Muthiah, C Morton, C Proby, E Trucco, ... Clinical and Experimental Dermatology, llad400, 2023 | | 2023 |
Stephen McKennaProfessor, University of DundeeVerified email at computing.dundee.ac.uk
