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2020 – today
- 2024
[j26]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: 104595 (2024)- 2023
- [j25]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: 104979 (2023) - [j24]Ray Bai, Mary Regina Boland, Yong Chen:
Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance. J. Mach. Learn. Res. 24: 259:1-259:49 (2023) - 2022
- [j23]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): 225-229 (2022) - [j22]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): 329-334 (2022) - 2021
- [j21]Lena M. 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) - [j20]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: 104339 (2021) - [j19]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) - [c12]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 - [c11]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 - 2020
- [j18]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): 3 (2020) - [j17]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) - [j16]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: 104101 (2020) - [j15]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): 376-385 (2020) - [j14]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): 1028-1036 (2020) - [c10]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 PFAS. AMIA 2020 - [c9]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
2010 – 2019
- 2019
- [j13]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): 15:1-15:10 (2019) - [c8]Silvia P. Canelón, Mary Regina Boland:
Investigating Pregnancy-Related Health Outcomes Among Patients with Sickle Cell Disease and Linking with Health Disparities. AMIA 2019 - [c7]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: 30-41 - [c6]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: 449-454 - 2018
- [j12]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:
Uncovering exposures responsible for birth season - disease effects: a global study. J. Am. Medical Informatics Assoc. 25(3): 275-288 (2018) - [j11]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): 1432-1443 (2018) - [c5]Mary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch:
Construction of PEPPER: Prenatal Exposure Pubmed ParsER. AMIA 2018 - 2017
- [j10]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): e185-e190 (2017) - [j9]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) - 2016
- [j8]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): 819-830 (2016) - [j7]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: 44-54 (2016) - [c4]Fernanda Polubriaginof, Mary Regina Boland, Adler J. Perotte, David K. Vawdrey:
Quality of Race and Ethnicity Data in Electronic Health Records. CRI 2016 - 2015
- [j6]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: 14 (2015) - [j5]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): 1042-1053 (2015) - [c3]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: 13-24 - 2014
- [j4]Tianyong Hao, Alexander Rusanov, Mary Regina Boland, Chunhua Weng:
Clustering clinical trials with similar eligibility criteria features. J. Biomed. Informatics 52: 112-120 (2014) - [j3]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: 141-150 (2014) - 2013
- [j2]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): 642-652 (2013) - [c2]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 - [c1]Mary Regina Boland, Riccardo Miotto, Chunhua Weng:
A Method for Probing Disease Relatedness Using Common Clinical Eligibility Criteria. MedInfo 2013: 481-485 - 2011
- [j1]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): 116-124 (2011)
Coauthor Index
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last updated on 2024-09-14 02:04 CEST by the dblp team
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