Towards probabilistic decision support in public health practice: Predicting recent transmission of tuberculosis from patient attributes. - Hiroshi Mamiya; Kevin Schwartzman; Aman Verma; Christian Jauvin; Marcel Behr; David L. Buckeridge (J. Biomed. Informatics, 2015)

From Cues to Nudge: A Knowledge-Based Framework for Surveillance of Healthcare-Associated Infections. - Arash Shaban-Nejad; Hiroshi Mamiya; Alexandre Riazanov; Alan J. Forster; Christopher J. O. Baker; Robyn Tamblyn; David L. Buckeridge (J. Medical Syst., 2016)

A novel application of point-of-sales grocery transaction data to enhance community nutrition monitoring. - Hiroshi Mamiya; Erica E. Moodie; David L. Buckeridge (AMIA, 2017)

Using Digital Purchasing Data to Generate Public Health Evidence: Learning Unhealthy Beverage Demand from Grocery Transaction Data. - Hiroshi Mamiya; Xing Han Lù; Yu Ma; David L. Buckeridge (AAAI Workshops, 2018)

Application of Machine Learning and Grocery Transaction Data to Forecast Effectiveness of Beverage Taxation. - Xing Han Lù; Hiroshi Mamiya; Joseph Vybihal; Yu Ma; David L. Buckeridge (MedInfo, 2019)

Guiding Public Health Policy by Using Grocery Transaction Data to Predict Demand for Unhealthy Beverages. - Xing Han Lù; Hiroshi Mamiya; Joseph Vybihal; Yu Ma; David L. Buckeridge (Precision Health and Medicine, 2020)

Exploring Bias and Prediction Metrics to Characterise the Fairness of Machine Learning for Equity-Centered Public Health Decision-Making: A Narrative Review. - Shaina Raza; Arash Shaban-Nejad; Elham Dolatabadi; Hiroshi Mamiya (IEEE Access, 2024)