| Improving workflow efficiency for mammography using machine learning T Kyono, FJ Gilbert, M van der Schaar Journal of the American College of Radiology 17 (1), 56-63, 2020 | 48 | 2020 |
| Triage of 2d mammographic images using multi-view multi-task convolutional neural networks T Kyono, FJ Gilbert, MVD Schaar ACM Transactions on Computing for Healthcare 2 (3), 1-24, 2021 | 28* | 2021 |
| CASTLE: Regularization via Auxiliary Causal Graph Discovery T Kyono, Y Zhang, M van der Schaar Advances in Neural Information Processing Systems (NeurIPS), 2020 | 16 | 2020 |
| Commentator: A front-end user-interface module for graphical and structural equation modeling T Kyono University of California, Los Angeles (M.S. Thesis under Judea Pearl), 2010 | 16 | 2010 |
| Machine learning for quality assessment of ground-based optical images of satellites T Kyono, J Lucas, M Werth, B Calef, I McQuaid, J Fletcher Optical Engineering 59 (5), 051403, 2020 | 12 | 2020 |
| Multi-view multi-task learning for improving autonomous mammogram diagnosis T Kyono, FJ Gilbert, M Schaar Machine Learning for Healthcare Conference, 571-591, 2019 | 10 | 2019 |
| Recovering astronomical images with deep neural network supported bispectrum processing J Lucas, B Calef, T Kyono Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, 2018 | 10 | 2018 |
| Determining Multi-frame Blind Deconvolution Resolvability using Deep Learning T Kyono, J Lucas, M Werth, J Flecther, I McQuaid Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, 62, 2019 | 8 | 2019 |
| Automated interpretability scoring of ground-based observations of leo objects with deep learning J Lucas, M Werth, T Kyono, I Mcquaid, J Fletcher 2020 IEEE Aerospace Conference, 1-7, 2020 | 7 | 2020 |
| SILO: A machine learning dataset of synthetic ground-based observations of LEO satellites M Werth, J Lucas, T Kyono, I McQuaid, J Fletcher 2020 IEEE Aerospace Conference, 1-8, 2020 | 7 | 2020 |
| Estimating Satellite Orientation through Turbulence with Deep Learning J Lucas, T Kyono, M Werth, N Gagnier, Z Endsley, J Fletcher, I McQuaid Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, 2020 | 5 | 2020 |
| Quality-Weighted Iterative Deconvolution (QWID) M Werth, T Kyono, J Lucas, J Fletcher, I Mcquaid, M Brannon Advanced Maui Optical and Space Surveillance (AMOS) Technologies Conference, 2020 | 5 | 2020 |
| Automated Resolution Scoring of Ground-Based LEO Observations Using Convolutional Neural Networks J Lucas, T Kyono, M Werth, J Flecther, I McQuaid Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, 18, 2019 | 5 | 2019 |
| Siamese survival analysis with competing risks A Nemchenko, T Kyono, MVD Schaar International Conference on Artificial Neural Networks, 260-269, 2018 | 5 | 2018 |
| MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms T Kyono, Y Zhang, A Bellot, M van der Schaar Advances in Neural Information Processing Systems (NeurIPS) 34, 2021 | 4 | 2021 |
| DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks B van Breugel*, T Kyono*, J Berrevoets, M van der Schaar Advances in Neural Information Processing Systems (NeurIPS) 34, 2021 | 4 | 2021 |
| Improving model robustness using causal knowledge T Kyono, M van der Schaar arXiv preprint arXiv:1911.12441, 2019 | 4 | 2019 |
| MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis. arXiv e-prints, 2018: p T Kyono, FJ Gilbert, M van der Schaar arXiv preprint arXiv:1811.02661, 0 | 4* | |
| Towards Real-Time Image Reconstruction Using Deep Neural Networks T Kyono, J Lucas, M Werth, J Fletcher, I McQuaid Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, 2020 | 3 | 2020 |
| Modular mount control system for telescopes J Mooney, R Cleis, T Kyono, M Edwards Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, 108, 2017 | 3 | 2017 |
Mihaela van der SchaarUniversity of Cambridge, The Alan Turing InstituteVerified email at ee.ucla.edu
