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Journal of the American Medical Informatics Association, Volume 27
Volume 27, Number 1, January 2020
- Özlem Uzuner, Amber Stubbs, Leslie Lenert:
Advancing the state of the art in automatic extraction of adverse drug events from narratives. 1-2
- Sam Henry
, Kevin Buchan, Michele Filannino, Amber Stubbs, Özlem Uzuner:
2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. 3-12 - Qiang Wei
, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu, Yang Xiang, Firat Tiryaki, Stephen Wu, Yaoyun Zhang, Cui Tao
, Hua Xu:
A study of deep learning approaches for medication and adverse drug event extraction from clinical text. 13-21 - Meizhi Ju, Nhung T. H. Nguyen
, Makoto Miwa, Sophia Ananiadou:
An ensemble of neural models for nested adverse drug events and medication extraction with subwords. 22-30 - Youngjun Kim, Stéphane M. Meystre:
Ensemble method-based extraction of medication and related information from clinical texts. 31-38 - Fenia Christopoulou
, Thy Thy Tran
, Sunil Kumar Sahu, Makoto Miwa, Sophia Ananiadou:
Adverse drug events and medication relation extraction in electronic health records with ensemble deep learning methods. 39-46 - Hong-Jie Dai, Chu-Hsien Su, Chi-Shin Wu:
Adverse drug event and medication extraction in electronic health records via a cascading architecture with different sequence labeling models and word embeddings. 47-55 - Long Chen, Yu Gu
, Xin Ji, Zhiyong Sun, Haodan Li, Yuan Gao, Yang Huang:
Extracting medications and associated adverse drug events using a natural language processing system combining knowledge base and deep learning. 56-64 - Xi Yang, Jiang Bian, Ruogu Fang
, Ragnhildur I. Bjarnadottir, William R. Hogan, Yonghui Wu:
Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting. 65-72 - Joshua R. Vest
, Mark A. Unruh
, Lawrence P. Casalino, Jason S. Shapiro:
The complementary nature of query-based and directed health information exchange in primary care practice. 73-80 - Hans Moen
, Kai Hakala, Laura-Maria Peltonen
, Henry Suhonen, Filip Ginter, Tapio Salakoski, Sanna Salanterä
:
Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods. 81-88 - Mohammed M. Alawad, Shang Gao, John X. Qiu, Hong-Jun Yoon, James Blair Christian, Lynne Penberthy, Brent J. Mumphrey, Xiao-Cheng Wu, Linda Coyle, Georgia D. Tourassi:
Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks. 89-98 - Ziqi Zhang, Chao Yan
, Diego A. Mesa, Jimeng Sun
, Bradley A. Malin:
Ensuring electronic medical record simulation through better training, modeling, and evaluation. 99-108 - Nicholas J. Dobbins
, Clifford H. Spital
, Robert A. Black, Jason M. Morrison, Bas de Veer, Elizabeth Zampino
, Robert D. Harrington, Bethene D. Britt, Kari A. Stephens, Adam B. Wilcox, Peter Tarczy-Hornoch, Sean D. Mooney
:
Leaf: an open-source, model-agnostic, data-driven web application for cohort discovery and translational biomedical research. 109-118 - Lingjiao Zhang
, Xiruo Ding, Yanyuan Ma, Naveen Muthu
, Imran Ajmal, Jason H. Moore, Daniel S. Herman, Jinbo Chen:
A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients. 119-126 - Yasir Tarabichi
, Jake Goyden, Rujia Liu, Steven Lewis, Joseph Sudano, David C. Kaelber
:
A step closer to nationwide electronic health record-based chronic disease surveillance: characterizing asthma prevalence and emergency department utilization from 100 million patient records through a novel multisite collaboration. 127-135 - Praveen Kumar
, Anastasiya Nestsiarovich
, Stuart J. Nelson
, Berit Kerner
, Douglas J. Perkins
, Christophe G. Lambert
:
Imputation and characterization of uncoded self-harm in major mental illness using machine learning. 136-146 - Colby Redfield, Abdulhakim Tlimat, Yoni Halpern, David W. Schoenfeld, Edward Ullman, David A. Sontag, Larry A. Nathanson, Steven Horng
:
Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department. 147-153
- Pedro J. Caraballo, Joseph A. Sutton, Jyothsna Giri, Jessica A. Wright
, Wayne T. Nicholson, Iftikhar J. Kullo, Mark A. Parkulo, Suzette J. Bielinski
, Ann M. Moyer:
Integrating pharmacogenomics into the electronic health record by implementing genomic indicators. 154-158
- Pavithra I. Dissanayake, Tiago K. Colicchio, James J. Cimino:
Using clinical reasoning ontologies to make smarter clinical decision support systems: a systematic review and data synthesis. 159-174 - Akshay Rajaram
, Zachary Hickey, Nimesh Patel, Joseph Newbigging, Brent Wolfrom:
Training medical students and residents in the use of electronic health records: a systematic review of the literature. 175-180
- Corrigendum to: Real world evidence in cardiovascular medicine: assuring data validity in electronic health record-based studies. 181
Volume 27, Number 2, February 2020
- Suzanne Bakken
:
Consumer- and patient-oriented informatics innovation: continuing the legacy of Warner V. Slack. 183-184
- Robin Huang
, Na Liu
, Mary Ann Nicdao, Mary Mikaheal, Tanya Baldacchino, Annabelle Albeos, Kathy Petoumenos
, Kamal Sud, Jinman Kim:
Emotion sharing in remote patient monitoring of patients with chronic kidney disease. 185-193 - Dina Demner-Fushman, Yassine Mrabet, Asma Ben Abacha:
Consumer health information and question answering: helping consumers find answers to their health-related information needs. 194-201 - Shefali Haldar, Sonali R. Mishra, Ari H. Pollack, Wanda Pratt:
Informatics opportunities to involve patients in hospital safety: a conceptual model. 202-211 - Samantha Stonbraker, Tiffany Porras
, Rebecca Schnall
:
Patient preferences for visualization of longitudinal patient-reported outcomes data. 212-224 - Hansi Zhang, Christopher Wheldon
, Adam G. Dunn
, Cui Tao
, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian:
Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States. 225-235 - Bryan D. Steitz, Kim M. Unertl
, Mia A. Levy:
Characterizing communication patterns among members of the clinical care team to deliver breast cancer treatment. 236-243 - Jiayi Tong, Jing Huang, Jessica Chubak, Xuan Wang, Jason H. Moore, Rebecca A. Hubbard, Yong Chen:
An augmented estimation procedure for EHR-based association studies accounting for differential misclassification. 244-253 - V. G. Vinod Vydiswaran
, Daniel M. Romero
, Xinyan Zhao
, Deahan Yu
, Iris N. Gomez-Lopez
, Jin Xiu Lu, Bradley E. Iott
, Ana Baylin
, Erica C. Jansen
, Philippa Clarke
, Veronica J. Berrocal
, Robert Goodspeed
, Tiffany C. Veinot
:
Uncovering the relationship between food-related discussion on Twitter and neighborhood characteristics. 254-264 - Fahd A. Ahmad
, Philip R. O. Payne
, Ian Lackey, Rachel Komeshak, Kenneth Kenney, Brianna Magnusen, Christopher Metts, Thomas Bailey:
Using REDCap and Apple ResearchKit to integrate patient questionnaires and clinical decision support into the electronic health record to improve sexually transmitted infection testing in the emergency department. 265-273 - Kate Honeyford, Graham S. Cooke, Anne Kinderlerer, Elizabeth Williamson, Mark Gilchrist, Alison H. Holmes
, The Sepsis Big Room, Ben Glampson, Abdulrahim Mulla, Ceire Costelloe:
Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data. 274-283 - David S. Dakwa, Vincent D. Marshall, Bruce W. Chaffee:
The impact of drug order complexity on prospective medication order review and verification time. 284-293 - Alon Geva
, Steven H. Abman, Shannon F. Manzi, Dunbar D. Ivy, Mary Mullen, John Griffin, Chen Lin, Guergana K. Savova, Kenneth D. Mandl:
Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources. 294-300
- Alexandra C. Businger, Theresa E. Fuller, Jeffrey L. Schnipper, Sarah Collins Rossetti
, Kumiko O. Schnock, Ronen Rozenblum, Anuj K. Dalal, James C. Benneyan, David W. Bates, Patricia C. Dykes:
Lessons learned implementing a complex and innovative patient safety learning laboratory project in a large academic medical center. 301-307
- Srijesa Khasnabish
, Zoe Burns, Madeline Couch, Mary Mullin, Randall Newmark, Patricia C. Dykes:
Best practices for data visualization: creating and evaluating a report for an evidence-based fall prevention program. 308-314
- Abeed Sarker
, Annika DeRoos, Jeanmarie Perrone:
Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework. 315-329 - Saba Akbar, Enrico W. Coiera
, Farah Magrabi
:
Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review. 330-340
Volume 27, Number 3, March 2020
- Suzanne Bakken
:
Innovation is key for advancing the science of biomedical and health informatics and for publishing in JAMIA. 341-342
- Tsung-Ting Kuo
, Jihoon Kim, Rodney A. Gabriel:
Privacy-preserving model learning on a blockchain network-of-networks. 343-354 - Finneas J. R. Catling
, Anthony H. Wolff
:
Temporal convolutional networks allow early prediction of events in critical care. 355-365 - Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado:
Protecting patient privacy in survival analyses. 366-375 - 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. 376-385 - Yili Zhang, Günes Koru:
Understanding and detecting defects in healthcare administration data: Toward higher data quality to better support healthcare operations and decisions. 386-395 - Kushan De Silva
, Daniel Jönsson, Ryan T. Demmer
:
A combined strategy of feature selection and machine learning to identify predictors of prediabetes. 396-406 - Hannah L. Weeks
, Cole Beck
, Elizabeth McNeer, Michael L. Williams
, Cosmin Adrian Bejan, Joshua C. Denny, Leena Choi:
medExtractR: A targeted, customizable approach to medication extraction from electronic health records. 407-418 - Max Moldovan
, Jyoti Khadka
, Renuka Visvanathan
, Steve Wesselingh
, Maria C. Inacio:
Using elastic nets to estimate frailty burden from routinely collected national aged care data. 419-428 - Sara M. Andrews
, Melissa Raspa
, Anne Edwards, Rebecca Moultrie
, Lauren Turner-Brown, Laura Wagner
, Alexandra Alvarez Rivas, Mary Katherine Frisch, Anne C. Wheeler
:
"Just tell me what's going on": The views of parents of children with genetic conditions regarding the research use of their child's electronic health record. 429-436
- Zina M. Ibrahim
, Honghan Wu
, Ahmed Hamoud, Lukas Stappen, Richard J. B. Dobson
, Andrea Agarossi:
On classifying sepsis heterogeneity in the ICU: insight using machine learning. 437-443 - Péter Szilágyi, Rebecca Valderrama, Sitaram Vangala, Christina Albertin, David Okikawa, Michael Sloyan, Nathalie Lopez, Carlos F. Lerner:
Pediatric patient portal use in one health system. 444-448 - James R. Rogers
, Hollis Mills, Lisa V. Grossman
, Andrew Goldstein, Chunhua Weng
:
Understanding the nature and scope of clinical research commentaries in PubMed. 449-456
- Stephen Wu, Kirk Roberts
, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si
, Sarvesh Soni, Qiong Wang
, Qiang Wei
, Yang Xiang, Bo Zhao, Hua Xu:
Deep learning in clinical natural language processing: a methodical review. 457-470 - Varsha G. Vimalananda, Jay D. Orlander, Melissa K. Afable, B. Graeme Fincke, Amanda K. Solch, Seppo T. Rinne
, Eun Ji Kim, Sarah L. Cutrona, Dylan D. Thomas, Judith L. Strymish, Steven R. Simon:
Electronic consultations (E-consults) and their outcomes: a systematic review. 471-479 - Adam Rule
, Michael F. Chiang
, Michelle R. Hribar:
Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods. 480-490
- Sandeep Reddy
, Sonia Allan
, Simon Coghlan, Paul Cooper:
A governance model for the application of AI in health care. 491-497 - Andrew J. Vickers, Ling Y. Chen, Peter D. Stetson:
Interfaces for collecting data from patients: 10 golden rules. 498-500
- Corrigendum to: Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data. 501
Volume 27, Number 4, April 2020
- Suzanne Bakken
:
Hot topics in clinical informatics. 503-504
- Toan C. Ong
, Lindsey M. Duca
, Michael G. Kahn, Tessa L. Crume
:
A hybrid approach to record linkage using a combination of deterministic and probabilistic methodology. 505-513 - Rachel L. Richesson, Catherine J. Staes, Brian J. Douthit
, Traci Thoureen, Daniel J. Hatch, Kensaku Kawamoto, Guilherme Del Fiol
:
Measuring implementation feasibility of clinical decision support alerts for clinical practice recommendations. 514-521 - Rouzbeh Razavi, Amin Gharipour, Mojgan Gharipour
:
Depression screening using mobile phone usage metadata: a machine learning approach. 522-530 - Julia Adler-Milstein, Wendi Zhao, Rachel Willard-Grace, Margae Knox, Kevin Grumbach:
Electronic health records and burnout: Time spent on the electronic health record after hours and message volume associated with exhaustion but not with cynicism among primary care clinicians. 531-538 - Rubina F. Rizvi, Jake Vasilakes, Terrence J. Adam, Genevieve B. Melton
, Jeffrey R. Bishop, Jiang Bian, Cui Tao
, Rui Zhang:
iDISK: the integrated DIetary Supplements Knowledge base. 539-548 - Shefali Haldar, Sonali R. Mishra, Yoojung Kim, Andrea L. Hartzler
, Ari H. Pollack, Wanda Pratt:
Use and impact of an online community for hospital patients. 549-557 - Elizabeth A. Campbell, Ellen J. Bass
, Aaron J. Masino:
Temporal condition pattern mining in large, sparse electronic health record data: A case study in characterizing pediatric asthma. 558-566 - Travis R. Goodwin, Dina Demner-Fushman:
A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision. 567-576 - Jordan Everson, Evan Butler:
Hospital adoption of multiple health information exchange approaches and information accessibility. 577-583 - Chen Lin, Steven Bethard
, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller:
Does BERT need domain adaptation for clinical negation detection? 584-591 - William K. Diprose
, Nicholas Buist, Ning Hua, Quentin-Gabriel Thurier, George Shand, Reece Robinson:
Physician understanding, explainability, and trust in a hypothetical machine learning risk calculator. 592-600 - Vanessa L. Kronzer
, Liwei Wang, Hongfang Liu, John M. Davis III
, Jeffrey A. Sparks
, Cynthia S. Crowson
:
Investigating the impact of disease and health record duration on the eMERGE algorithm for rheumatoid arthritis. 601-605 - Julia Adler-Milstein, Michael D. Wang:
The impact of transitioning from availability of outside records within electronic health records to integration of local and outside records within electronic health records. 606-612
- Mustafa I. Hussain
, Ariana M. Nelson, Brent G. Yeung
, Lauren Sukumar, Kai Zheng:
How the presentation of patient information and decision-support advisories influences opioid prescribing behavior: A simulation study. 613-620
- Yingxiang Huang, Wentao Li, Fima Macheret, Rodney A. Gabriel, Lucila Ohno-Machado:
A tutorial on calibration measurements and calibration models for clinical prediction models. 621-633
- Frank W. Rockhold
, Jessica D. Tenenbaum, Rachel L. Richesson, Keith A. Marsolo, Emily C. O'Brien:
Design and analytic considerations for using patient-reported health data in pragmatic clinical trials: report from an NIH Collaboratory roundtable. 634-638 - Christine A. Sinsky, Adam Rule
, Genna R. Cohen, Brian G. Arndt, Tait D. Shanafelt, Christopher D. Sharp
, Sally L. Baxter
, Ming Tai-Seale, Sherry H. F. Yan, You Chen, Julia Adler-Milstein, Michelle R. Hribar:
Metrics for assessing physician activity using electronic health record log data. 639-643 - Jonathan D. Hron, Eli M. Lourie
:
Have you got the time? Challenges using vendor electronic health record metrics of provider efficiency. 644-646 - Teresa Zayas-Cabán, Amy P. Abernethy, Patricia Flatley Brennan, Stephanie Devaney, Anthony R. Kerlavage
, Rachel Ramoni, P. Jon White:
Leveraging the health information technology infrastructure to advance federal research priorities. 647-651 - Teresa Zayas-Cabán, Kevin J. Chaney, Donald W. Rucker:
National health information technology priorities for research: A policy and development agenda. 652-657 - Philip R. O. Payne
, Don E. Detmer:
Language matters: precision health as a cross-cutting care, research and policy agenda. 658-661
- The 2019 Fellow Cohort of the American College of Medical Informatics. 662-664
Volume 27, Number 5, May 2020
- Suzanne Bakken
, Gregory L. Alexander:
Celebrating the International Year of the Nurse and Midwife: A look at nursing in JAMIA. 665-666 - Ryan J. Shaw, Qing Yang
, A. Barnes, D. Hatch, Matthew J. Crowley, Allison Vorderstrasse, Jacqueline Vaughn, Anna Diane, Allison A. Lewinski
, M. Jiang, Janee Stevenson, Dori M. Steinberg:
Self-monitoring diabetes with multiple mobile health devices. 667-676 - Meghan Reading Turchioe
, Lisa V. Grossman
, Annie C. Myers
, Dawon Baik, Parag Goyal, Ruth M. Masterson Creber
:
Visual analogies, not graphs, increase patients' comprehension of changes in their health status. 677-689 - Deborah J. Cohen, Tamar Wyte-Lake, David A. Dorr, Rachel Gold, Richard J. Holden, Richelle J. Koopman, Joshua Colasurdo, Nathaniel Warren:
Unmet information needs of clinical teams delivering care to complex patients and design strategies to address those needs. 690-699 - Niranjan Balachandar
, Ken Chang, Jayashree Kalpathy-Cramer, Daniel L. Rubin:
Accounting for data variability in multi-institutional distributed deep learning for medical imaging. 700-708 - Natalie C. Benda
, Lala Tanmoy Das, Erika L. Abramson, Katherine Blackburn, Amy Thoman, Rainu Kaushal, Yongkang Zhang, Jessica S. Ancker:
"How did you get to this number?" Stakeholder needs for implementing predictive analytics: a pre-implementation qualitative study. 709-716 - Carolyn L. Turvey
, Dawn M. Klein, Kim M. Nazi
, Susan T. Haidary, Omar Bouhaddou, Nelson Hsing, Margaret Donahue:
Racial differences in patient consent policy preferences for electronic health information exchange. 717-725 - Jeffrey Lam Shin Cheung
, Natalie Paolucci, Courtney Price, Jenna Sykes, Samir Gupta:
A system uptake analysis and GUIDES checklist evaluation of the Electronic Asthma Management System: A point-of-care computerized clinical decision support system. 726-737 - Kin Wah Fung, Julia Xu, Olivier Bodenreider
:
The new International Classification of Diseases 11th edition: a comparative analysis with ICD-10 and ICD-10-CM. 738-746 - Tsung-Ting Kuo
, Rodney A. Gabriel, Krishna R. Cidambi, Lucila Ohno-Machado:
EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning. 747-756 - Kun-Hsing Yu
, Feiran Wang, Gerald J. Berry
, Christopher Ré, Russ B. Altman, Michael Snyder
, Isaac S. Kohane:
Classifying non-small cell lung cancer types and transcriptomic subtypes using convolutional neural networks. 757-769 - Saul J. Weiner, Shiyuan Wang, Brendan Kelly, Gunjan Sharma, Alan Schwartz
:
How accurate is the medical record? A comparison of the physician's note with a concealed audio recording in unannounced standardized patient encounters. 770-775 - Shanoja Naik, Stephanie Voong
, Megan Bamford, Kyle Smith, Angela Joyce, Doris Grinspun:
Assessment of the Nursing Quality Indicators for Reporting and Evaluation (NQuIRE) database using a data quality index. 776-782 - Andrew Stirling, Tracy Tubb, Emily S. Reiff, Chad A. Grotegut, Jennifer Gagnon, Weiyi Li, Gail Bradley, Eric G. Poon
, Benjamin Alan Goldstein:
Identified themes of interactive visualizations overlayed onto EHR data: an example of improving birth center operating room efficiency. 783-787 - Jonathan P. Palma
, Jonathan D. Hron, Anthony A. Luberti:
Early experiences with combined fellowship training in clinical informatics. 788-792 - Jeffrey S. Brown
, Judith C. Maro
, Michael D. Nguyen, Robert Ball:
Using and improving distributed data networks to generate actionable evidence: the case of real-world outcomes in the Food and Drug Administration's Sentinel system. 793-797 - Esther C. Moore
, Clare L. Tolley
, David W. Bates, Sarah P. Slight
:
A systematic review of the impact of health information technology on nurses' time. 798-807 - Brian D. Tran
, Yunan Chen, Songzi Liu
, Kai Zheng:
How does medical scribes' work inform development of speech-based clinical documentation technologies? A systematic review. 808-817 - M. E. Derksen, S. van Strijp, A. E. Kunst, Joost G. Daams
, Monique W. M. Jaspers, M. P. Fransen:
Serious games for smoking prevention and cessation: A systematic review of game elements and game effects. 818-833 - Sarah S. Nouri, Julia Adler-Milstein, Crishyashi Thao, Prasad Acharya, Jill Barr-Walker
, Urmimala Sarkar, Courtney R. Lyles:
Patient characteristics associated with objective measures of digital health tool use in the United States: A literature review. 834-841
Volume 27, Number 6, June 2020
- Suzanne Bakken
:
Informatics is a critical strategy in combating the COVID-19 pandemic. 843-844 - Cynthia S. Gadd, Elaine B. Steen, Carla M. Caro, Sandra Greenberg, Jeffrey J. Williamson, Douglas B. Fridsma:
Domains, tasks, and knowledge for health informatics practice: results of a practice analysis. 845-852 - J. Jeffery Reeves
, Hannah M. Hollandsworth, Francesca J. Torriani, Randy Taplitz, Shira Abeles
, Ming Tai-Seale, Marlene Millen, Brian J. Clay, Christopher A. Longhurst
:
Rapid response to COVID-19: health informatics support for outbreak management in an academic health system. 853-859 - Timothy J. Judson, Anobel Y. Odisho
, Aaron B. Neinstein
, Jessica Chao, Aimee Williams, Christopher Miller, Tim Moriarty, Nathaniel Gleason, Gina Intinarelli, Ralph Gonzales:
Rapid design and implementation of an integrated patient self-triage and self-scheduling tool for COVID-19. 860-866 - Frederick North
, Jennifer L. Pecina, Sidna M. Tulledge-Scheitel, Rajeev Chaudhry, John C. Matulis, Jon O. Ebbert:
Is a switch to a different electronic health record associated with a change in patient satisfaction? 867-876 - Mehr Kashyap
, Martin G. Seneviratne, Juan M. Banda
, Thomas Falconer, Borim Ryu
, Sooyoung Yoo, George Hripcsak, Nigam H. Shah:
Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network. 877-883 - Diego A. Martinez
, Jiarui Cai, Jimi B. Oke
, Andrew S. Jarrell, Felipe Feijoo, Jeffrey Appelbaum, Eili Y. Klein, Sean Barnes, Scott R. Levin:
Where is my infusion pump? Harnessing network dynamics for improved hospital equipment fleet management. 884-892