All Stories

  1. Assessing the Value of Long-Range Medical Record Timeseries for Predicting ICU Stay Outcomes With Transformers (Preprint)

    Article • July 2026, JMIR Publications Inc.

    Russell Greiner

  2. Fluorescence spectroscopy and machine learning methods for detection of Alzheimer's disease from circulating white blood cells

    Article • Journal of Alzheimer’s Disease, June 2026, SAGE Publications

    Russell Greiner

  3. Leveraging Administrative Health Records and Machine Learning for Population-Level Prediction of Preterm Birth

    Article • American Journal of Obstetrics & Gynecology MFM, June 2026, Elsevier

    Russell Greiner

  4. Learning dynamic binary treatment policies under treatment selection bias: A Conservative Q-Learning approach with representation balancing

    Article • Journal of Biomedical Informatics, April 2026, Elsevier

    Russell Greiner

  5. Temporally consistent survival prediction for non-uniform longitudinal data

    Article • Journal of Biomedical Informatics, April 2026, Elsevier

    Russell Greiner

  6. Atom-level machine learning of protein-glycan interactions and cross-chiral recognition in glycobiology

    Article • Science Advances, December 2025, American Association for the Advancement of Science

    Russell Greiner

  7. Supplementary Data 1 from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • November 2025, American Association for Cancer Research (AACR)

    Russell Greiner

  8. Maturity Framework for Operationalizing Machine Learning Applications in Health Care: Scoping Review

    Article • Journal of Medical Internet Research, September 2025, JMIR Publications Inc.

    Russell Greiner

  9. Population-level individualized prospective prediction of opioid overdose using machine learning

    Article • Molecular Psychiatry, April 2025, Springer Science + Business Media

    Russell Greiner

  10. Early detection of disease outbreaks and non-outbreaks using incidence data: A framework using feature-based time series classification and machine learning

    Article • PLoS Computational Biology, February 2025, PLOS

    Russell Greiner

  11. DiffuseGaitNet: Improving Parkinson’s Disease Gait Severity Assessment with a Diffusion Model Framework

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Russell Greiner

  12. Machine Learning For Risk Prediction After Heart Failure Emergency Department Visit or Hospital Admission Using Administrative Health Data

    Article • PLOS Digital Health, October 2024, PLOS

    Russell Greiner

  13. Data from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • September 2024, American Association for Cancer Research (AACR)

    Russell Greiner

  14. Data from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • September 2024, American Association for Cancer Research (AACR)

    Russell Greiner

  15. Supplementary Data 1 from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • September 2024, American Association for Cancer Research (AACR)

    Russell Greiner

  16. Supplementary Data 1 from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • September 2024, American Association for Cancer Research (AACR)

    Russell Greiner

  17. A primer and practical recommendations for AI and machine learning terminology in medicine and behavioral sciences (Preprint)

    Article • September 2024, JMIR Publications Inc.

    Russell Greiner

  18. A tutorial and practical recommendations for AI and machine learning terminology in medicine, psychology, and social sciences (Preprint)

    Article • Journal of Medical Internet Research, September 2024, JMIR Publications Inc.

    Russell Greiner

  19. Prospective prediction of anxiety onset in the Canadian longitudinal study on aging (CLSA): A machine learning study

    Article • Journal of Affective Disorders, July 2024, Elsevier

    Russell Greiner, Jessica Li

  20. Development and validation of machine learning algorithms based on electrocardiograms for cardiovascular diagnoses at the population level

    Article • npj Digital Medicine, May 2024, Springer Science + Business Media

    Russell Greiner

  21. Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data

    Article • May 2024, ACM (Association for Computing Machinery)

    Padma Kaul, Russell Greiner

  22. Individual Survival Distributions Generated by Multi-Task Logistic Regression Yield a New Perspective on Molecular and Clinical Prognostic Factors in Gastric Adenocarcinoma

    Article • Cancers, February 2024, MDPI AG

    Russell Greiner

  23. Using Bayesian Neural Networks to Select Features and Compute Credible Intervals for Personalized Survival Prediction

    Article • IEEE Transactions on Biomedical Engineering, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Russell Greiner

  24. Accurate personalized survival prediction for amyotrophic lateral sclerosis patients

    Article • Scientific Reports, November 2023, Springer Science + Business Media

    Russell Greiner

  25. Data from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • October 2023, American Association for Cancer Research (AACR)

    Russell Greiner

  26. Supplementary Data 1 from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • October 2023, American Association for Cancer Research (AACR)

    Russell Greiner

  27. Supplementary Data 1 from Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • October 2023, American Association for Cancer Research (AACR)

    Russell Greiner

  28. Learning Individual Survival Models from PanCancer Whole Transcriptome Data

    Article • Clinical Cancer Research, July 2023, American Association for Cancer Research (AACR)

    Russell Greiner

  29. Predicting Breast Cancer Onset Using Lifestyle and Health History

    Article • PLOS One, December 2022, PLOS

    Russell Greiner, Shi-ang Qi

  30. Analyzing biomarker discovery: Estimating the reproducibility of biomarker sets

    Article • PLOS One, July 2022, PLOS

    Russell Greiner

  31. Prediction of Obsessive-Compulsive Disorder: Importance of Neurobiology-Aided Feature Design and Cross-Diagnosis Transfer Learning

    Article • Biological Psychiatry Cognitive Neuroscience and Neuroimaging, July 2022, Elsevier

    Russell Greiner

  32. An E–Mental Health Solution to Prevent and Manage Posttraumatic Stress Injuries Among First Responders in Alberta: Protocol for the Implementation and Evaluation of Text Messaging Services (Text4PTSI and Text4Wellbeing)

    Article • JMIR Research Protocols, April 2022, JMIR Publications Inc.

    Russell Greiner, Ejemai Eboreime

  33. Learning accurate personalized survival models for predicting hospital discharge and mortality of COVID-19 patients

    Article • Scientific Reports, March 2022, Springer Science + Business Media

    Russell Greiner

  34. SIMLR: Machine Learning inside the SIR Model for COVID-19 Forecasting

    Article • Forecasting, January 2022, MDPI AG

    Russell Greiner

  35. A longitudinal dataset of incidence and intervention policy impacts regarding the COVID-19 pandemic in Canadian provinces

    Article • Data in Brief, October 2021, Elsevier

    Russell Greiner

  36. Dataset of COVID-19 outbreak and potential predictive features in the USA

    Article • Data in Brief, October 2021, Elsevier

    Russell Greiner

  37. Improvement of automatic ischemic stroke lesion segmentation in CT perfusion maps using a learned deep neural network

    Article • Computers in Biology and Medicine, October 2021, Elsevier

    Russell Greiner

  38. Predicting insect outbreaks using machine learning: A mountain pine beetle case study

    Article • Ecology and Evolution, September 2021, Wiley

    Russell Greiner

  39. An E–Mental Health Solution to Prevent and Manage Posttraumatic Stress Injuries Among First Responders in Alberta: Protocol for the Implementation and Evaluation of Text Messaging Services (Text4PTSI and Text4Wellbeing) (Preprint)

    Article • May 2021, JMIR Publications Inc.

    Russell Greiner, Ejemai Eboreime

  40. Analyzing Biomarker Discovery: Estimating the Reproducibility of Biomarker Sets

    Article • May 2021, Cold Spring Harbor Laboratory Press

    Russell Greiner

  41. Using survival prediction techniques to learn consumer-specific reservation price distributions

    Article • PLOS One, April 2021, PLOS

    Russell Greiner

  42. Mental Health Outreach via Supportive Text Messages during the COVID-19 Pandemic: Improved Mental Health and Reduced Suicidal Ideation after Six Weeks in Subscribers of Text4Hope Compared to a Control Population

    Article • International Journal of Environmental Research and Public Health, February 2021, MDPI AG

    Ms Jasmine M. Brown, Russell Greiner

  43. Automated detection of pneumonia in lung ultrasound using deep video classification for COVID-19

    Article • Informatics in Medicine Unlocked, January 2021, Elsevier

    Russell Greiner

  44. Health Care Providers’ Performance, Mindset, and Attitudes Toward a Neonatal Resuscitation Computer-Based Simulator: Empirical Study

    Article • JMIR Serious Games, December 2020, JMIR Publications Inc.

    Russell Greiner

  45. Exploiting the full potential of Bayesian networks in predictive ecology

    Article • Methods in Ecology and Evolution, October 2020, Wiley

    Russell Greiner

  46. Health Care Providers’ Performance, Mindset, and Attitudes Toward a Neonatal Resuscitation Computer-Based Simulator: Empirical Study (Preprint)

    Article • June 2020, JMIR Publications Inc.

    Russell Greiner

  47. Gene expression based survival prediction for cancer patients—A topic modeling approach

    Article • PLOS One, November 2019, PLOS

    Russell Greiner

  48. Improved Brain Tumor Segmentation via Registration-Based Brain Extraction

    Article • Forecasting, September 2018, MDPI AG

    Russell Greiner

  49. Analyzing the effects of test driven development in GitHub

    Article • May 2018, ACM (Association for Computing Machinery)

    Eleni Stroulia, Russell Greiner

  50. Consistency and Generalization Bounds for Maximum Entropy Density Estimation

    Article • Entropy, December 2013, MDPI AG

    Russell Greiner