Items where Author is "Ngan, K. H."
Ngan, K. H., Phelan, J., Townsend, J. & Garcez, A. D. 
ORCID: 0000-0001-7375-9518 (2024).
Symbolic Knowledge Extraction and Distillation into Convolutional Neural Networks to Improve Medical Image Classification.
In:
2024 International Joint Conference on Neural Networks (IJCNN).
2024 International Joint Conference on Neural Networks (IJCNN), 30 Jun - 5 Jul 2024, Yokohama, Japan.
doi: 10.1109/ijcnn60899.2024.10650683
Ngan, K. H., Mansouri-Benssassi, E., Phelan, J. , Townsend, J. & Garcez, A. D. (2024). From explanation to intervention: Interactive knowledge extraction from Convolutional Neural Networks used in radiology. PLoS ONE, 19(4), article number e0293967. doi: 10.1371/journal.pone.0293967
White, A., Ngan, K. H., Phelan, J. , Ryan, K., Afgeh, S. S., Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 & d’Avila Garcez, A. (2023).
Contrastive counterfactual visual explanations with overdetermination.
Machine Learning, 112(9),
pp. 3497-3525.
doi: 10.1007/s10994-023-06333-w
Ngan, K. H., Phelan, J., Mansouri-Benssassi, E. , Townsend, J. & d'Avila Garcez, A. S. (2023). Closing the Neural-Symbolic Cycle: Knowledge Extraction, User Intervention and Distillation from Convolutional Neural Networks. In: CEUR Workshop Proceedings. 17th International Workshop on Neural-Symbolic Learning and Reasoning, 3-5 Jul 2023, Siena, Italy.
Ngan, K. H., Garcez, A. & Townsend, J. (2022). Extracting Meaningful High-Fidelity Knowledge from Convolutional Neural Networks. In: 2022 International Joint Conference on Neural Networks (IJCNN). 2022 International Joint Conference on Neural Networks (IJCNN), 18-23 Jul 2022, Padua, Italy. doi: 10.1109/ijcnn55064.2022.9892194
Ananda, A., Ngan, K. H. ORCID: 0000-0001-7623-942X, Karabağ, C. ORCID: 0000-0003-4424-0471 , Ter-Sarkisov, A., Alonso, E. ORCID: 0000-0002-3306-695X & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2021).
Classification and Visualisation of Normal and Abnormal Radiographs: a comparison between Eleven Convolutional Neural Network Architectures.
Sensors, 21(16),
article number 5381.
doi: 10.3390/s21165381
Ngan, K. H., d'Avila Garcez, A., Knapp, K. , Appelboam, A. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2020).
A machine learning approach for Colles' fracture treatment diagnosis.
In:
Medical Image Understanding and Analysis: 24th Annual Conference, MIUA 2020, Oxford, UK, July 15-17, 2020, Proceedings.
Communications in Computer and Information Science (1248).
(pp. 319-330). Cham: Springer.
doi: 10.1007/978-3-030-52791-4_25
Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018, Ngan, K. H., Ananda, A. , d’Avila Garcez, A., Appelboam, A. & Knapp, K. M. (2020).
Geometric semi-automatic analysis of radiographs of Colles’ fractures.
PLoS One, 15(9),
article number e0238926.
doi: 10.1371/journal.pone.0238926