Mary Regina Boland

43 papers B 2Misc 9Journal 29Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Geospatial analysis of short sleep duration and cognitive disability in US adults: a multi-state study using machine learning techniques. BioData Min. Tue T. Te, Alex A. T. Bui, Constance H. Fung, Mary Regina Boland
2025	B	`conf`	IRIS: Interpretable Risk Clustering Intelligence for Survival Analysis. IEEE Big Data Kazi Noshin, Bojian Hou, Mary Regina Boland, Zixuan Wen, Boning Tong, Li Shen, Aidong Zhang
2025	—	`conf`	Integrating Social Determinants of Health in a Multi-Modal Deep Clustering Survival Model for Injury-Risk in Alzheimer’s and Related Dementia Patients. AAAI Bridge Program Kazi Noshin, Mary Regina Boland, Bojian Hou, Weiqing He, Victoria Lu, Li Shen, Aidong Zhang
2025	J	`jnl`	Predicting explainable dementia types with LLM-aided feature engineering. Bioinform. Aditya Kashyap, Delip Rao, Mary Regina Boland, Li Shen, Chris Callison-Burch
2024	J	`jnl`	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 Min. Monique Arnold, Lathan Liou, Mary Regina Boland
2024	J	`jnl`	One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites. J. Biomed. Informatics Dazheng Zhang, Jiayi Tong, Ronen Stein, Yiwen Lu, Naimin Jing, Yuchen Yang, Mary Regina Boland, Chongliang Luo, Robert N. Baldassano, Raymond J. Carroll, Christopher B. Forrest, Yong Chen
2023	J	`jnl`	A deep learning method to detect opioid prescription and opioid use disorder from electronic health records. Int. J. Medical Informatics Aditya Kashyap, Chris Callison-Burch, Mary Regina Boland
2023	J	`jnl`	Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance. J. Mach. Learn. Res. Ray Bai, Mary Regina Boland, Yong Chen
2022	J	`jnl`	Informatics for sex- and gender-related health: understanding the problems, developing new methods, and designing new solutions. J. Am. Medical Informatics Assoc. Mary Regina Boland, Noémie Elhadad, Wanda Pratt
2022	J	`jnl`	Neighborhood deprivation increases the risk of Post-induction cesarean delivery. J. Am. Medical Informatics Assoc. Jessica R. Meeker, Heather Burris, Ray Bai, Lisa Levine, Mary Regina Boland
2021	Misc	`conf`	Advanced Methods for Big Data Analytics in Women's Health. PSB Mary Regina Boland, Karin Verspoor, Maricel G. Kann, Su Golder, Lisa Levine, Karen O'Conner, Natalia Villanueva-Rosales, Graciela Gonzalez-Hernandez
2021	J	`jnl`	Development and evaluation of MADDIE: Method to Acquire Delivery Date Information from Electronic health records. Int. J. Medical Informatics Silvia P. Canelón, Heather Burris, Lisa Levine, Mary Regina Boland
2021	J	`jnl`	Harnessing electronic health records to study emerging environmental disasters: a proof of concept with perfluoroalkyl substances (PFAS). npj Digit. Medicine Mary Regina Boland, Lena M. Davidson, Silvia P. Canelón, Jessica R. Meeker, Trevor M. Penning, John H. Holmes, Jason H. Moore
2021	Misc	`conf`	Not All C-sections Are the Same: Investigating Emergency vs. Elective C-section deliveries as an Adverse Pregnancy Outcome. PSB Silvia P. Canelón, Mary Regina Boland
2021	J	`jnl`	Towards deep phenotyping pregnancy: a systematic review on artificial intelligence and machine learning methods to improve pregnancy outcomes. Briefings Bioinform. Lena M. Davidson, Mary Regina Boland
2020	Misc	`conf`	Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health Records. AMIA Silvia P. Canelón, Heather Burris, Lisa Levine, Mary Regina Boland
2020	Misc	`conf`	Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS. AMIA Mary Regina Boland, Lena M. Davidson, Silvia P. Canelón, Jessica R. Meeker, Trevor M. Penning, John H. Holmes, Jason H. Moore
2020	J	`jnl`	Ideas for how informaticians can get involved with COVID-19 research. BioData Min. Jason H. Moore, Ian Barnett, Mary Regina Boland, Yong Chen, George Demiris, Graciela Gonzalez-Hernandez, Daniel S. Herman, Blanca E. Himes, Rebecca A. Hubbard, Dokyoon Kim, Jeffrey S. Morris, Danielle L. Mowery, Marylyn D. Ritchie, Li Shen, Ryan J. Urbanowicz, John H. Holmes
2020	J	`jnl`	Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm. J. Am. Medical Informatics Assoc. Rui Duan, Mary Regina Boland, Zixuan Liu, Yue Liu, Howard H. Chang, Hua Xu, Haitao Chu, Christopher H. Schmid, Christopher B. Forrest, John H. Holmes, Martijn J. Schuemie, Jesse A. Berlin, Jason H. Moore, Yong Chen
2020	J	`jnl`	Learning from local to global: An efficient distributed algorithm for modeling time-to-event data. J. Am. Medical Informatics Assoc. Rui Duan, Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, C. Jason Liang, Howard H. Chang, Mary Regina Boland, Jiang Bian, Hua Xu, John H. Holmes, Christopher B. Forrest, Sally C. Morton, Jesse A. Berlin, Jason H. Moore, Kevin B. Mahoney, Yong Chen
2020	J	`jnl`	The CLASSE GATOR (CLinical Acronym SenSE disambiGuATOR): A Method for predicting acronym sense from neonatal clinical notes. Int. J. Medical Informatics Aditya Kashyap, Heather Burris, Chris Callison-Burch, Mary Regina Boland
2020	J	`jnl`	WellExplorer: an integrative resource linking hydraulic fracturing chemicals with hormonal pathways and geographic location. Database J. Biol. Databases Curation Owen Wetherbee, Jessica R. Meeker, Caroline Devoto, Trevor M. Penning, Jason H. Moore, Mary Regina Boland
2019	J	`jnl`	Disease associations depend on visit type: results from a visit-wide association study. BioData Min. Mary Regina Boland, Snigdha Alur-Gupta, Lisa Levine, Peter Gabriel, Graciela Gonzalez-Hernandez
2019	Misc	`conf`	Investigating Pregnancy-Related Health Outcomes Among Patients with Sickle Cell Disease and Linking with Health Disparities. AMIA Silvia P. Canelón, Mary Regina Boland
2019	Misc	`conf`	ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites. PSB Rui Duan, Mary Regina Boland, Jason H. Moore, Yong Chen
2019	Misc	`conf`	Text Mining and Machine Learning for Precision Medicine. PSB Graciela Gonzalez, Zhiyong Lu, Robert Leaman, Davy Weissenbacher, Mary Regina Boland, Yong Chen, Jingcheng Du, Juliane Fluck, Casey S. Greene, John H. Holmes, Aditya Kashyap, Rikke Linnemann Nielsen, Zhengqing Ouyang, Sebastian Schaaf, Jaclyn N. Taroni, Cui Tao, Yuping Zhang, Hongfang Liu
2018	Misc	`conf`	Construction of PEPPER: Prenatal Exposure Pubmed ParsER. AMIA Mary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch
2018	J	`jnl`	Development and validation of the PEPPER framework (Prenatal Exposure PubMed ParsER) with applications to food additives. J. Am. Medical Informatics Assoc. Mary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch
2018	J	`jnl`	Uncovering exposures responsible for birth season - disease effects: a global study. J. Am. Medical Informatics Assoc. Mary Regina Boland, Pradipta Parhi, Li Li, Riccardo Miotto, Robert J. Carroll, Usman Iqbal, Phung-Anh (Alex) Nguyen, Martijn J. Schuemie, Seng Chan You, Donahue Smith, Sean D. Mooney, Patrick B. Ryan, Yu-Chuan (Jack) Li, Rae Woong Park, Joshua C. Denny, Joel T. Dudley, George Hripcsak, Pierre Gentine, Nicholas P. Tatonetti
2017	J	`jnl`	Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics. J. Am. Medical Informatics Assoc. Kirk Roberts, Mary Regina Boland, Lisiane Pruinelli, Jina J. Dcruz, Andrew B. L. Berry, Mattias Georgsson, Rebecca Hazen, Raymond Francis Sarmiento, Uba Backonja, Kun-Hsing Yu, Yun Jiang, Patricia Flatley Brennan
2017	J	`jnl`	Ten Simple Rules to Enable Multi-site Collaborations through Data Sharing. PLoS Comput. Biol. Mary Regina Boland, Konrad J. Karczewski, Nicholas P. Tatonetti
2016	J	`jnl`	Improving condition severity classification with an efficient active learning based framework. J. Biomed. Informatics Nir Nissim, Mary Regina Boland, Nicholas P. Tatonetti, Yuval Elovici, George Hripcsak, Yuval Shahar, Robert Moskovitch
2016	—	`conf`	Quality of Race and Ethnicity Data in Electronic Health Records. CRI Fernanda Polubriaginof, Mary Regina Boland, Adler J. Perotte, David K. Vawdrey
2016	J	`jnl`	The digital revolution in phenotyping. Briefings Bioinform. Anika Oellrich, Nigel Collier, Tudor Groza, Dietrich Rebholz-Schuhmann, Nigam Shah, Olivier Bodenreider, Mary Regina Boland, Ivo I. Georgiev, Hongfang Liu, Kevin M. Livingston, Augustin Luna, Ann-Marie Mallon, Prashanti Manda, Peter N. Robinson, Gabriella Rustici, Michelle Simon, Liqin Wang, Rainer Winnenburg, Michel Dumontier
2015	B	`conf`	An Active Learning Framework for Efficient Condition Severity Classification. AIME Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak
2015	J	`jnl`	Birth month affects lifetime disease risk: a phenome-wide method. J. Am. Medical Informatics Assoc. Mary Regina Boland, Zach Shahn, David Madigan, George Hripcsak, Nicholas P. Tatonetti
2015	J	`jnl`	Development and validation of a classification approach for extracting severity automatically from electronic health records. J. Biomed. Semant. Mary Regina Boland, Nicholas P. Tatonetti, George Hripcsak
2014	J	`jnl`	Clustering clinical trials with similar eligibility criteria features. J. Biomed. Informatics Tianyong Hao, Alexander Rusanov, Mary Regina Boland, Chunhua Weng
2014	J	`jnl`	From expert-derived user needs to user-perceived ease of use and usefulness: A two-phase mixed-methods evaluation framework. J. Biomed. Informatics Mary Regina Boland, Alexander Rusanov, Yat So, Carlos Lopez-Jimenez, Linda Busacca, Richard C. Steinman, Suzanne Bakken, J. Thomas Bigger, Chunhua Weng
2013	—	`conf`	A Method for Probing Disease Relatedness Using Common Clinical Eligibility Criteria. MedInfo Mary Regina Boland, Riccardo Miotto, Chunhua Weng
2013	J	`jnl`	An Integrated Model for Patient Care and Clinical Trials (IMPACT) to support clinical research visit scheduling workflow for future learning health systems. J. Biomed. Informatics Chunhua Weng, Yu Li, Solomon Berhe, Mary Regina Boland, Junfeng Gao, Gregory William Hruby, Richard C. Steinman, Carlos Lopez-Jimenez, Linda Busacca, George Hripcsak, Suzanne Bakken, J. Thomas Bigger
2013	Misc	`conf`	Design and Evaluation of a Bacterial Clinical Infectious Diseases Ontology. AMIA Claire L. Gordon, Stephanie Pouch, Lindsay G. Cowell, Mary Regina Boland, Heather L. Platt, Albert Goldfain, Chunhua Weng
2011	J	`jnl`	EliXR: an approach to eligibility criteria extraction and representation. J. Am. Medical Informatics Assoc. Chunhua Weng, Xiaoying Wu, Zhihui Luo, Mary Regina Boland, Dimitri Theodoratos, Stephen B. Johnson