Mary Regina Boland

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Biomedical Informatics

Geographic Location

Electronic Health Records

Active Learning Framework

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

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
One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites. J. Biomed. Informatics 150 (2024)
Aditya Kashyap, Chris Callison-Burch, Mary Regina Boland
A deep learning method to detect opioid prescription and opioid use disorder from electronic health records. Int. J. Medical Informatics 171 (2023)
Jessica R. Meeker, Heather Burris, Ray Bai, Lisa Levine, Mary Regina Boland
Neighborhood deprivation increases the risk of Post-induction cesarean delivery. J. Am. Medical Informatics Assoc. 29 (2) (2022)
Mary Regina Boland, Noémie Elhadad, Wanda Pratt
Informatics for sex- and gender-related health: understanding the problems, developing new methods, and designing new solutions. J. Am. Medical Informatics Assoc. 29 (2) (2022)
Silvia P. Canelón, Mary Regina Boland
Not All C-sections Are the Same: Investigating Emergency vs. Elective C-section deliveries as an Adverse Pregnancy Outcome. PSB (2021)
Mary Regina Boland, Karin Verspoor, Maricel G. Kann, Su Golder, Lisa Levine, Karen O'Conner, Natalia Villanueva-Rosales, Graciela Gonzalez-Hernandez
Advanced Methods for Big Data Analytics in Women's Health. PSB (2021)
Silvia P. Canelón, Heather Burris, Lisa Levine, Mary Regina Boland
Development and evaluation of MADDIE: Method to Acquire Delivery Date Information from Electronic health records. Int. J. Medical Informatics 145 (2021)
Lena Davidson, Mary Regina Boland
Towards deep phenotyping pregnancy: a systematic review on artificial intelligence and machine learning methods to improve pregnancy outcomes. Briefings Bioinform. 22 (5) (2021)
Mary Regina Boland, Lena M. Davidson, Silvia P. Canelón, Jessica R. Meeker, Trevor M. Penning, John H. Holmes, Jason H. Moore
Harnessing electronic health records to study emerging environmental disasters: a proof of concept with perfluoroalkyl substances (PFAS). npj Digit. Medicine 4 (2021)
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
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Mary Regina Boland, Lena Davidson, Silvia P. Canelón, Jessica R. Meeker, Trevor M. Penning, John H. Holmes, Jason H. Moore
Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS. AMIA (2020)
Silvia P. Canelón, Heather Burris, Lisa Levine, Mary Regina Boland
Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health Records. AMIA (2020)
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
Learning from local to global: An efficient distributed algorithm for modeling time-to-event data. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Owen Wetherbee, Jessica R. Meeker, Caroline Devoto, Trevor M. Penning, Jason H. Moore, Mary Regina Boland
WellExplorer: an integrative resource linking hydraulic fracturing chemicals with hormonal pathways and geographic location. Database J. Biol. Databases Curation 2020 (2020)
Aditya Kashyap, Heather Burris, Chris Callison-Burch, Mary Regina Boland
The CLASSE GATOR (CLinical Acronym SenSE disambiGuATOR): A Method for predicting acronym sense from neonatal clinical notes. Int. J. Medical Informatics 137 (2020)
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
Ideas for how informaticians can get involved with COVID-19 research. BioData Min. 13 (1) (2020)
Rui Duan, Mary Regina Boland, Jason H. Moore, Yong Chen
ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites. PSB (2019)
Silvia P. Canelón, Mary Regina Boland
Investigating Pregnancy-Related Health Outcomes Among Patients with Sickle Cell Disease and Linking with Health Disparities. AMIA (2019)
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
Text Mining and Machine Learning for Precision Medicine. PSB (2019)
Mary Regina Boland, Snigdha Alur-Gupta, Lisa Levine, Peter Gabriel, Graciela Gonzalez-Hernandez
Disease associations depend on visit type: results from a visit-wide association study. BioData Min. 12 (1) (2019)
Mary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch
Construction of PEPPER: Prenatal Exposure Pubmed ParsER. AMIA (2018)
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 Mooney, Patrick B. Ryan, Yu-Chuan (Jack) Li, Rae Woong Park, Joshua C. Denny, Joel T. Dudley, George Hripcsak, Pierre Gentine, Nicholas P. Tatonetti
Uncovering exposures responsible for birth season - disease effects: a global study. J. Am. Medical Informatics Assoc. 25 (3) (2018)
Mary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch
Development and validation of the PEPPER framework (Prenatal Exposure PubMed ParsER) with applications to food additives. J. Am. Medical Informatics Assoc. 25 (11) (2018)
Mary Regina Boland, Konrad J. Karczewski, Nicholas P. Tatonetti
Ten Simple Rules to Enable Multi-site Collaborations through Data Sharing. PLoS Comput. Biol. 13 (1) (2017)
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
Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics. J. Am. Medical Informatics Assoc. 24 (e1) (2017)
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
The digital revolution in phenotyping. Briefings Bioinform. 17 (5) (2016)
Fernanda Polubriaginof, Mary Regina Boland, Adler J. Perotte, David K. Vawdrey
Quality of Race and Ethnicity Data in Electronic Health Records. CRI (2016)
Nir Nissim, Mary Regina Boland, Nicholas P. Tatonetti, Yuval Elovici, George Hripcsak, Yuval Shahar, Robert Moskovitch
Improving condition severity classification with an efficient active learning based framework. J. Biomed. Informatics 61 (2016)
Mary Regina Boland, Zach Shahn, David Madigan, George Hripcsak, Nicholas P. Tatonetti
Birth month affects lifetime disease risk: a phenome-wide method. J. Am. Medical Informatics Assoc. 22 (5) (2015)
Nir Nissim, Mary Regina Boland, Robert Moskovitch, Nicholas P. Tatonetti, Yuval Elovici, Yuval Shahar, George Hripcsak
An Active Learning Framework for Efficient Condition Severity Classification. AIME (2015)
Mary Regina Boland, Nicholas P. Tatonetti, George Hripcsak
Development and validation of a classification approach for extracting severity automatically from electronic health records. J. Biomed. Semant. 6 (2015)
Tianyong Hao, Alexander Rusanov, Mary Regina Boland, Chunhua Weng
Clustering clinical trials with similar eligibility criteria features. J. Biomed. Informatics 52 (2014)
Mary Regina Boland, Alexander Rusanov, Yat So, Carlos Lopez-Jimenez, Linda Busacca, Richard C. Steinman, Suzanne Bakken, J. Thomas Bigger, Chunhua Weng
From expert-derived user needs to user-perceived ease of use and usefulness: A two-phase mixed-methods evaluation framework. J. Biomed. Informatics 52 (2014)
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
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 46 (4) (2013)
Mary Regina Boland, Riccardo Miotto, Chunhua Weng
A Method for Probing Disease Relatedness Using Common Clinical Eligibility Criteria. MedInfo (2013)
Claire L. Gordon, Stephanie Pouch, Lindsay G. Cowell, Mary Regina Boland, Heather L. Platt, Albert Goldfain, Chunhua Weng
Design and Evaluation of a Bacterial Clinical Infectious Diseases Ontology. AMIA (2013)
Chunhua Weng, Xiaoying Wu, Zhihui Luo, Mary Regina Boland, Dimitri Theodoratos, Stephen B. Johnson
EliXR: an approach to eligibility criteria extraction and representation. J. Am. Medical Informatics Assoc. 18 (Supplement) (2011)