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Girmaw Abebe Tadesse
Girmaw Abebe Tadesse
Microsoft AI for Good Research Lab
Verified email at microsoft.com - Homepage
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Cited by
Cited by
Year
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
1682022
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
612020
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
452016
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
382019
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
312021
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
292020
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
272020
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
252017
Inertial-vision: cross-domain knowledge transfer for wearable sensors
G Abebe, A Cavallaro
Proceedings of the IEEE International Conference on Computer Vision …, 2017
222017
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
172018
Hierarchical modeling for first-person vision activity recognition
G Abebe, A Cavallaro
Neurocomputing 267, 362-377, 2017
172017
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
152022
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
152020
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
142018
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
112020
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
92023
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
72021
Spatially constrained adversarial attack detection and localization in the representation space of optical flow networks
HH Kim, C Cintas, GA Tadesse, S Speakman
52022
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
52022
Machine learning for health (ml4h) 2021
S Roy, S Pfohl, GA Tadesse, L Oala, F Falck, Y Zhou, L Shen, G Zamzmi, ...
Machine Learning for Health, 1-12, 2021
52021
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Articles 1–20