Physical activity, sedentary behaviour, and sleep on Twitter: A labelled dataset for public health research
Zahra Shakeri Hossein Abad, G. P. Butler, W. Thompson and J. Lee. medRxiv 2021; doi:10.1101/2021.04.13.21255449
Selected Publications
You can also find a complete list of my publications on my Google Scholar profile.
Crowdsourcing for machine learning in public health surveillance: lessons learned from Amazon Mechanical Turk
Zahra Shakeri Hossein Abad, W. Thompson, G. Butler and J. Lee, 2021. Crowdsourcing for machine learning in public health surveillance: lessons learned from Amazon Mechanical Turk. doi:10.31219/osf.io/ndp8m
Digital public health surveillance: a systematic scoping review
Zahra Shakeri Hossein Abad, A. Kline, M. Sultana, et al. Digital public health surveillance: a systematic scoping review. Nature Digital Medicine. 4, 41 (2021). doi:10.1038/s41746-021-00407-6
Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach
A. Kline, T. Kline, Zahra Shakeri Hossein Abad and J. Lee, (2020). Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach. Journal of Medical Internet Research, 22(9), e20268.
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning
Zahra Shakeri Hossein Abad, D. M. Maslove, and J. Lee. "Predicting Discharge Destination of Critically Ill Patients Using Machine Learning." IEEE Journal of Biomedical and Health Informatics 25.3 (2020): 827-837.
Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices
Zahra Shakeri Hossein Abad, A. Kline, and J. Lee. "Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices." 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, 2020.
Supporting analysts by dynamic extraction and classification of requirements-related knowledge
Zahra Shakeri Hossein Abad, V. Gervasi, D. Zowghi and B. H. Far, "Supporting Analysts by Dynamic Extraction and Classification of Requirements-Related Knowledge," 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE), 2019, pp. 442-453, doi:10.1109/ICSE.2019.00057.
How much authenticity can be achieved in software engineering project based courses?
Zahra Shakeri Hossein Abad, M. Bano, and D. Zowghi. "How much authenticity can be achieved in software engineering project based courses?." 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET). IEEE, 2019.