Mary Regina Boland, PhD
Journal Articles:
T Te, B Keenan, O Veatch, MR Boland, R Hubbard, A Pack. Identifying Clusters of Patient Comorbidities associated with Obstructive Sleep Apnea Using Electronic Health Records. Journal of Clinical Sleep Medicine. 2023; In Press. https://jcsm.aasm.org/doi/abs/10.5664/jcsm.10930
R Bai, MR Boland*, Y Chen* Scalable high-dimensional Bayesian Varying Coefficient Models with Unknown Within-Subject Covariance. Journal of Machine Learning Research. 2023; In Press.*Joint Senior Author
With Ray Bai and Yong Chen. “Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance.” Journal of Machine Learning Research. https://raybai.net/wp-content/uploads/2023/10/NVCSSL.pdf. 2023-24.
With D Zhang, J Tong, R Stein, Y Lu, N Jing, Y Yang, C Luo, RJ Carroll, CB Forrest, Y Chen. “One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites.” Journal of Biomedical Informatics. 104595.https://www.sciencedirect.com/science/article/pii/S1532046424000133?dgcid=coauthor. February 2024.
With T Te, B Keenan, O Veatch, R Hubbard, A Pack. “Identifying Clusters of Patient Comorbidities associated with Obstructive Sleep Apnea Using Electronic Health Records.” Journal of Clinical Sleep Medicine. https://jcsm.aasm.org/doi/pdf/10.5664/jcsm.10930. 2023.
With MC Arnold, L Liu. “Development, Evaluation and Comparison of Machine Learning Algorithms for Predicting In-hospital Patient Charges for Congestive Heart Failure Exacerbations, Chronic Obstructive Pulmonary Disease Exacerbations and Diabetic Ketoacidosis.” BioData Mining. 2024.
With EM Poole. “A National Study of the Impact of Hormonal Modulators in Hydraulic Fracturing Fluid Chemicals on Birth Outcomes in the United States of America: A County-Level Analysis.” Environmental Health Perspectives. 132:10. https://doi.org/10.1289/EHP12628. 2024.
With R Clark. “Spontaneous Vaginal Birth Rates Among Black Women Meet National Targets in Hospitals with Better Nurse Work Environments.” BMJ Open. https://doi.org/10.1136/bmjopen-2023-082421. 2024.
Health Analytics with R: Learning Data Science Using Examples from Healthcare and Direct-to-Consumer Genetics. Springer. 1 January 2025.
With E Tubridy, SS Solorzano, F Simpkins, AJB Smith, EM Ko. “Geographic disparities in gynecologic oncology clinical trial availability in the US.” JAMA Network Open 7 (11), e2447635-e2447635. 14 November 2024.
