Research output per year
Research output per year
Personal profile
Research interests
Machine learning, data science, and artificial intelligence in healthcare
Education/Academic qualification
Computer Engineering, BSc, NYU Abu Dhabi
Engineering Science, PhD, University Of Oxford
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Weighted list of dominant concepts in the person's research.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep learning for deterioration prediction of COVID-19 patients based on time-series of three vital signs
Mehrdad, S., Shamout, F. E., Wang, Y. & Atashzar, S. F., Dec 2023, In: Scientific reports. 13, 1, 9968.Research output: Contribution to journal › Article › peer-review
Open Access -
Privacy-Preserving Machine Learning for Healthcare: Open Challenges and Future Perspectives
Guerra-Manzanares, A., Lopez, L. J. L., Maniatakos, M. & Shamout, F. E., 2023, Trustworthy Machine Learning for Healthcare - 1st International Workshop, TML4H 2023, Proceedings. Chen, H. & Luo, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 25-40 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13932 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An Experience Report of Executive-Level Artificial Intelligence Education in the United Arab Emirates
Johnson, D., Alsharid, M., El-Bouri, R., Mehdi, N., Shamout, F., Szenicer, A., Toman, D. & Binghalib, S., Jun 30 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. Association for the Advancement of Artificial Intelligence, p. 12766-12773 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Clinical prediction system of complications among patients with COVID-19: A development and validation retrospective multicentre study during first wave of the pandemic
Ghosheh, G. O., Alamad, B., Yang, K. W., Syed, F., Hayat, N., Iqbal, I., Al Kindi, F., Al Junaibi, S., Al Safi, M., Ali, R., Zaher, W., Al Harbi, M. & Shamout, F. E., Jan 2022, In: Intelligence-Based Medicine. 6, 100065.Research output: Contribution to journal › Article › peer-review
Open Access -
Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data
Sharma, P., Shamout, F. E., Abrol, V. & Clifton, D. A., Apr 1 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 4, p. 1528-1537 10 p.Research output: Contribution to journal › Article › peer-review