Advances, challenges and opportunities in creating data for trustworthy AI W Liang, GA Tadesse, D Ho, L Fei-Fei, M Zaharia, C Zhang, J Zou Nature Machine Intelligence 4 (8), 669-677, 2022 | 226 | 2022 |
PlethAugment: GAN-based PPG augmentation for medical diagnosis in low-resource settings D Kiyasseh, GA Tadesse, L Thwaites, T Zhu, D Clifton IEEE journal of biomedical and health informatics 24 (11), 3226-3235, 2020 | 67 | 2020 |
Robust multi-dimensional motion features for first-person vision activity recognition G Abebe, A Cavallaro, X Parra Computer Vision and Image Understanding 149, 229-248, 2016 | 45 | 2016 |
Cardiovascular disease diagnosis using cross-domain transfer learning GA Tadesse, T Zhu, Y Liu, Y Zhou, J Chen, M Tian, D Clifton 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 38 | 2019 |
Heart rate variability as an indicator of autonomic nervous system disturbance in tetanus HTH Duong, GA Tadesse, PTH Nhat, N Van Hao, J Prince, TD Duong, ... The American journal of tropical medicine and hygiene 102 (2), 403, 2020 | 36 | 2020 |
DeepMI: Deep multi-lead ECG fusion for identifying myocardial infarction and its occurrence-time GA Tadesse, H Javed, K Weldemariam, Y Liu, J Liu, J Chen, T Zhu Artificial Intelligence in Medicine 121, 102192, 2021 | 34 | 2021 |
Multi-modal diagnosis of infectious diseases in the developing world GA Tadesse, H Javed, NLN Thanh, HDH Thi, L Thwaites, DA Clifton, ... IEEE journal of biomedical and health informatics 24 (7), 2131-2141, 2020 | 28 | 2020 |
A long short-term memory convolutional neural network for first-person vision activity recognition G Abebe, A Cavallaro Proceedings of the IEEE International Conference on Computer Vision …, 2017 | 25 | 2017 |
Inertial-vision: cross-domain knowledge transfer for wearable sensors G Abebe, A Cavallaro Proceedings of the IEEE International Conference on Computer Vision …, 2017 | 22 | 2017 |
Hierarchical modeling for first-person vision activity recognition G Abebe, A Cavallaro Neurocomputing 267, 362-377, 2017 | 19 | 2017 |
Out-of-distribution detection in dermatology using input perturbation and subset scanning H Kim, GA Tadesse, C Cintas, S Speakman, K Varshney 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-4, 2022 | 17 | 2022 |
A First-Person Vision Dataset of Office Activities G Abebe, A Catala, A Cavallaro IAPR Workshop on Multimodal Pattern Recognition of Social Signals in Human …, 2018 | 17 | 2018 |
Severity detection tool for patients with infectious disease GA Tadesse, T Zhu, N Le Nguyen Thanh, NT Hung, HTH Duong, ... Healthcare Technology Letters 7 (2), 45-50, 2020 | 16 | 2020 |
Visual features for ego-centric activity recognition: A survey G Abebe Tadesse, A Cavallaro Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 48-53, 2018 | 14 | 2018 |
Privacy-aware human activity recognition from a wearable camera: highlights from the IEEE video and image processing cup 2019 student competition [sp competitions] GA Tadesse, O Bent, L Marcenaro, K Weldemariam, A Cavallaro IEEE Signal Processing Magazine 37 (3), 168-172, 2020 | 11 | 2020 |
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models W Ogallo, I Wanyana, GA Tadesse, C Wanjiru, V Akinwande, S Kabwama, ... Journal of the American Medical Informatics Association 30 (4), 634-642, 2023 | 10 | 2023 |
Skin tone analysis for representation in educational materials (star-ed) using machine learning GA Tadesse, C Cintas, KR Varshney, P Staar, C Agunwa, S Speakman, ... NPJ Digital Medicine 6 (1), 151, 2023 | 9 | 2023 |
Pattern detection in the activation space for identifying synthesized content C Cintas, S Speakman, GA Tadesse, V Akinwande, E McFowland III, ... Pattern Recognition Letters 153, 207-213, 2022 | 8 | 2022 |
Detection of anomalous patterns associated with the impact of medications on 30-day hospital readmission rates in diabetes care W Ogallo, GA Tadesse, S Speakman, A Walcott-Bryant AMIA Summits on Translational Science Proceedings 2021, 495, 2021 | 8 | 2021 |
Advances, challenges and opportunities in creating data for trustworthy AI. Nat Mach Intell 4: 669–677 W Liang, GA Tadesse, D Ho, L Fei-Fei, M Zaharia, C Zhang, J Zou | 7 | 2022 |