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ORCIDJournal of the American Medical Informatics Association, Volume 26
Volume 26, Number 1, January 2019
- Suzanne Bakken:
Doing what matters most. 1-2
- Lauren M. Denneson
, Maura Pisciotta, Elizabeth R. Hooker, Amira Trevino, Steven K. Dobscha:
Impacts of a web-based educational program for veterans who read their mental health notes online. 3-8 - YongCheng Zhan, Jean-François Etter, Scott Leischow, Daniel Zeng:
Electronic cigarette usage patterns: a case study combining survey and social media data. 9-18 - Paul Peng, Anton Oscar Beitia, Daniel J. Vreeman, George T. Loo, Bradley N. Delman, Frederick L. Thum, Tina Lowry, Jason S. Shapiro:
Mapping of HIE CT terms to LOINC®: analysis of content-dependent coverage and coverage improvement through new term creation. 19-27 - Naleef Fareed, Daniel M. Walker, Cynthia J. Sieck, Robert Taylor, Seth Scarborough, Timothy R. Huerta, Ann Scheck McAlearney:
Inpatient portal clusters: identifying user groups based on portal features. 28-36 - Skye Aaron, Dustin S. McEvoy, Soumi Ray, Thu-Trang T. Hickman, Adam Wright:
Cranky comments: detecting clinical decision support malfunctions through free-text override reasons. 37-43
- Emily R. Pfaff, Adam Lee, Robert L. Bradford, Jinhee Pae, Clarence Potter, Paul Blue, Patricia Knoepp, Kristie Thompson, Christianne L. Roumie, David Crenshaw, Remy Servis, Darren A. DeWalt:
Recruiting for a pragmatic trial using the electronic health record and patient portal: successes and lessons learned. 44-49
- Ilana Graetz, Jie Huang, Richard Brand, John Hsu, Mary E. Reed:
Mobile-accessible personal health records increase the frequency and timeliness of PHR use for patients with diabetes. 50-54 - Christy B. Turer, Celette Sugg Skinner, Sarah E. Barlow:
Algorithm to detect pediatric provider attention to high BMI and associated medical risk. 55-60 - Sara G. Murray, Anand Avati, Gabriela Schmajuk, Jinoos Yazdany:
Automated and flexible identification of complex disease: building a model for systemic lupus erythematosus using noisy labeling. 61-65
- Chris Grasso, Michal J. McDowell, Hilary Goldhammer, Alex S. Keuroghlian:
Planning and implementing sexual orientation and gender identity data collection in electronic health records. 66-70 - Elizabeth T. Toll:
The other office. 71-75 - Mahsa Shabani:
Blockchain-based platforms for genomic data sharing: a de-centralized approach in response to the governance problems? 76-80
- Mohammad S. Jalali, Bethany Russell, Sabina Razak, William J. Gordon:
EARS to cyber incidents in health care. 81-90
- A systematic assessment of the availability and clinical drug information coverage of machine-readable clinical drug data sources for building knowledge translation products. 91
Volume 26, Number 2, February 2019
- Suzanne Bakken:
Can informatics innovation help mitigate clinician burnout? 93-94
- Jeffery L. Belden, Pete Wegier, Jennifer Patel, Andrew Hutson, Catherine Plaisant, Joi L. Moore, Nathan J. Lowrance, Suzanne Austin Boren, Richelle J. Koopman:
Designing a medication timeline for patients and physicians. 95-105 - Rebekah L. Gardner, Emily Cooper, Jacqueline Haskell, Daniel A. Harris, Sara Poplau, Philip J. Kroth, Mark Linzer:
Physician stress and burnout: the impact of health information technology. 106-114 - Ruth M. Masterson Creber, Lisa V. Grossman, Beatriz Ryan, Min Qian, Fernanda Polubriaginof, Susan Restaino, Suzanne Bakken, George Hripcsak, David K. Vawdrey:
Engaging hospitalized patients with personalized health information: a randomized trial of an inpatient portal. 115-123 - Jessica J. Y. Lee, Clara D. M. van Karnebeek, Wyeth W. Wasserman:
Development and user evaluation of a rare disease gene prioritization workflow based on cognitive ergonomics. 124-133 - Masoud Hosseini, Anthony Faiola, Josette Jones, Daniel J. Vreeman, Huanmei Wu, Brian E. Dixon:
Impact of document consolidation on healthcare providers' perceived workload and information reconciliation tasks: a mixed methods study. 134-142
- Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo, Peggy L. Peissig, Justin B. Starren:
Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network. 143-148 - Michael T. Finke, Ross W. Filice, Charles E. Kahn Jr.:
Integrating ontologies of human diseases, phenotypes, and radiological diagnosis. 149-154 - Samuel Cykert, Darren A. DeWalt, Bryan J. Weiner, Michael Pignone, Jason Fine, Jung In Kim:
A population approach using cholesterol imputation to identify adults with high cardiovascular risk: a report from AHRQ's EvidenceNow initiative. 155-158
- Barbara J. Evans, Harlan M. Krumholz:
People-powered data collaboratives: fueling data science with the health-related experiences of individuals. 159-161
- Maichou Lor, Theresa A. Koleck, Suzanne Bakken:
Information visualizations of symptom information for patients and providers: a systematic review. 162-171 - Tiago K. Colicchio, James J. Cimino:
Clinicians' reasoning as reflected in electronic clinical note-entry and reading/retrieval: a systematic review and qualitative synthesis. 172-184
Volume 26, Number 3, March 2019
- Suzanne Bakken:
The journey to transparency, reproducibility, and replicability. 185-187
- Colin Price, William Green, Olga Suhomlinova:
Twenty-five years of national health IT: exploring strategy, structure, and systems in the English NHS. 188-197 - Suat Gönül, Tuncay Namli, Sasja D. Huisman, Gokce Banu Laleci Erturkmen, Ismail Hakki Toroslu, Ahmet Cosar:
An expandable approach for design and personalization of digital, just-in-time adaptive interventions. 198-210 - Chris J. Lu, Alan R. Aronson, Sonya E. Shooshan, Dina Demner-Fushman:
Spell checker for consumer language (CSpell). 211-218 - Nathaniel D. Mercaldo, Kyle B. Brothers, David S. Carrell, Ellen Wright Clayton, John J. Connolly, Ingrid A. Holm, Carol R. Horowitz, Gail P. Jarvik, Terrie E. Kitchner, Rongling Li, Catherine A. McCarty, Jennifer B. McCormick, Valerie D. McManus, Melanie F. Myers, Joshua J. Pankratz, Martha J. Shrubsole, Maureen E. Smith, Sarah C. Stallings, Janet L. Williams, Jonathan S. Schildcrout:
Enrichment sampling for a multi-site patient survey using electronic health records and census data. 219-227 - Mrinal Kanti Baowaly, Chia-Ching Lin, Chao-Lin Liu, Kuan-Ta Chen:
Synthesizing electronic health records using improved generative adversarial networks. 228-241 - Xing Song, Lemuel R. Waitman, Yong Hu, Alan S. L. Yu, David C. Robins, Mei Liu:
Robust clinical marker identification for diabetic kidney disease with ensemble feature selection. 242-253 - Majid Afshar, Andrew Phillips, Niranjan S. Karnik, Jeanne Mueller, Daniel To, Richard Gonzalez, Ron Price, Richard S. Cooper, Cara Joyce, Dmitriy Dligach:
Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation. 254-261
- Yifu Li, Ran Jin, Yuan Luo:
Classifying relations in clinical narratives using segment graph convolutional and recurrent neural networks (Seg-GCRNs). 262-268 - James A. Mays, Patrick C. Mathias:
Measuring the rate of manual transcription error in outpatient point-of-care testing. 269-272
Volume 26, Number 4, April 2019
- Suzanne Bakken:
Advancing biomedical and health informatics knowledge through reviews of existing research. 273-275
- Arlene E. Chung, Kimberly Shoenbill, Sandra A. Mitchell, Amylou C. Dueck, Deborah Schrag, Deborah W. Bruner, Lori M. Minasian, Diane St. Germain, Ann M. O'Mara, Paul Baumgartner, Lauren J. Rogak, Amy P. Abernethy, Ashley C. Griffin, Ethan M. Basch:
Patient free text reporting of symptomatic adverse events in cancer clinical research using the National Cancer Institute's Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE). 276-285 - Bret J. Gardner, Jay G. Pedersen, Mary E. Campbell, James C. McClay:
Incorporating a location-based socioeconomic index into a de-identified i2b2 clinical data warehouse. 286-293 - Chi Yuan, Patrick B. Ryan, Casey N. Ta, Yixuan Guo, Ziran Li, Jill Hardin, Rupa Makadia, Peng Jin, Ning Shang, Tian Kang, Chunhua Weng:
Criteria2Query: a natural language interface to clinical databases for cohort definition. 294-305
- Luke V. Rasmussen, Maureen E. Smith, Federico Almaraz, Stephen D. Persell, Laura J. Rasmussen-Torvik, Jennifer A. Pacheco, Rex L. Chisholm, Carl Christensen, Timothy M. Herr, Firas H. Wehbe, Justin B. Starren:
An ancillary genomics system to support the return of pharmacogenomic results. 306-310
- Sherry Pagoto, Camille Nebeker:
How scientists can take the lead in establishing ethical practices for social media research. 311-313
- Danny T. Y. Wu, Annie T. Chen, John D. Manning, Gal Levy-Fix, Uba Backonja, David Borland, Jesus J. Caban, Dawn W. Dowding, Harry Hochheiser, Vadim Kagan, Swaminathan Kandaswamy, Manish Kumar, Alexis Nunez, Eric C. Pan, David Gotz:
Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation. 314-323 - Suzanne V. Blackley, Jessica Huynh, Liqin Wang, Zfania Tom Korach, Li Zhou:
Speech recognition for clinical documentation from 1990 to 2018: a systematic review. 324-338 - Guy Martin, Ankur Khajuria, Sonal Arora, Dominic King, Hutan Ashrafian, Ara Darzi:
The impact of mobile technology on teamwork and communication in hospitals: a systematic review. 339-355 - Matthew T. Neame, Jerry Chacko, Anna E. Surace, Ian P. Sinha, Daniel B. Hawcutt:
A systematic review of the effects of implementing clinical pathways supported by health information technologies. 356-363 - Theresa A. Koleck, Caitlin N. Dreisbach, Philip E. Bourne, Suzanne Bakken:
Natural language processing of symptoms documented in free-text narratives of electronic health records: a systematic review. 364-379
Volume 26, Number 5, May 2019
- Suzanne Bakken:
Not the medical informatics of our founding mothers and fathers, or is it? 381-382
- Melanie A. Meyer:
Healthcare data scientist qualifications, skills, and job focus: a content analysis of job postings. 383-391 - Tsung-Ting Kuo, Rodney A. Gabriel, Lucila Ohno-Machado:
Fair compute loads enabled by blockchain: sharing models by alternating client and server roles. 392-403 - Alaa Alahmadi, Alan Davies, Markel Vigo, Caroline Jay:
Can laypeople identify a drug-induced QT interval prolongation? A psychophysical and eye-tracking experiment examining the ability of nonexperts to interpret an ECG. 404-411 - Yoojung Kim, Bongshin Lee, Eun Kyoung Choe:
Investigating data accessibility of personal health apps. 412-419 - Winston R. Liaw, Anuradha Jetty, Megan Coffman, Stephen Petterson, Miranda A. Moore, Gayathri Sridhar, Aliza S. Gordon, Judith J. Stephenson, Wallace Adamson, Andrew W. Bazemore:
Disconnected: a survey of users and nonusers of telehealth and their use of primary care. 420-428 - Benjamin Alan Goldstein, Matthew Phelan, Neha J. Pagidipati, Rury R. Holman, Michael J. Pencina, Elizabeth A. Stuart:
An outcome model approach to transporting a randomized controlled trial results to a target population. 429-437 - Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Ali Pesaranghader:
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data. 438-446 - Shaun J. Grannis, Huiping Xu, Joshua R. Vest, Suranga Nath Kasthurirathne, Na Bo, Ben Moscovitch, Rita Torkzadeh, Josh Rising:
Evaluating the effect of data standardization and validation on patient matching accuracy. 447-456
- Olivier Harismendy, Jihoon Kim, Xiaojun Xu, Lucila Ohno-Machado:
Evaluating and sharing global genetic ancestry in biomedical datasets. 457-461
- Tsung-Ting Kuo, Hugo Zavaleta Rojas, Lucila Ohno-Machado:
Comparison of blockchain platforms: a systematic review and healthcare examples. 462-478 - Rosalie Waller, Melanie C. Wright, Noa Segall, Paige Nesbitt, Thomas J. Reese, Damian Borbolla, Guilherme Del Fiol:
Novel displays of patient information in critical care settings: a systematic review. 479-489
- Corrigendum to: Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network. 490
Volume 26, Number 6, June 2019
- Suzanne Bakken:
Breadth and Diversity in Biomedical and Health Informatics. 491-492
- Betsy L. Humphreys:
New requirements for clinical trial transparency provide new opportunities for informatics research. 493-494
- Gregory L. Alexander, Kimberly R. Powell, Chelsea B. Deroche, Lori L. Popejoy, Abu Saleh Mohammad Mosa, Richelle J. Koopman, Lorren Pettit, Michelle L. Dougherty:
Building consensus toward a national nursing home information technology maturity model. 495-505 - Ashimiyu B. Durojaiye, Scott R. Levin, Matthew F. Toerper, Hadi Kharrazi, Harold P. Lehmann, Ayse P. Gurses:
Evaluation of multidisciplinary collaboration in pediatric trauma care using EHR data. 506-515 - Qing Ke:
Identifying translational science through embeddings of controlled vocabularies. 516-523 - Hyeong Won Yu, Maqbool Hussain, Muhammad Afzal, Taqdir Ali, June Young Choi, Ho-Seong Han, Sungyoung Lee:
Use of mind maps and iterative decision trees to develop a guideline-based clinical decision support system for routine surgical practice: case study in thyroid nodules. 524-536 - Piotr Przybyla, Austin J. Brockmeier, Sophia Ananiadou:
Quantifying risk factors in medical reports with a context-aware linear model. 537-546 - William J. Gordon, Adam Wright, Robert J. Glynn, Jigar Kadakia, Christina Mazzone, Elizabeth Leinbach, Adam B. Landman:
Evaluation of a mandatory phishing training program for high-risk employees at a US healthcare system. 547-552
- Anuj K. Dalal, Theresa E. Fuller, Pam Garabedian, Awatef Ergai, Corey Balint, David W. Bates, James C. Benneyan:
Systems engineering and human factors support of a system of novel EHR-integrated tools to prevent harm in the hospital. 553-560
- Zhijun Yin, Lina M. Sulieman, Bradley A. Malin:
A systematic literature review of machine learning in online personal health data. 561-576
- Arjun Magge, Abeed Sarker, Azadeh Nikfarjam, Graciela Gonzalez-Hernandez:
Comment on: "Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts". 577-579 - Anne Cocos, Alexander G. Fiks, Aaron J. Masino:
Reply to comment on: "Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts". 580-581
- Corrigendum to: Robust clinical marker identification for diabetic kidney disease with ensemble feature selection. 582
Volume 26, Number 7, July 2019
- Suzanne Bakken:
The importance of consumer- and patient-oriented perspectives in biomedical and health informatics. 583-584
- Douglas B. Fridsma:
Strengthening our profession by defining clinical and health informatics practice. 585
- Howard D. Silverman, Elaine B. Steen, Jacqueline N. Carpenito, Christopher J. Ondrula, Jeffrey J. Williamson, Douglas B. Fridsma:
Domains, tasks, and knowledge for clinical informatics subspecialty practice: results of a practice analysis. 586-593
- Abiy Agiro, Xiaoxue Chen, Biruk Eshete, Rebecca Sutphen, Elizabeth Bourquardez Clark, Cristina M. Burroughs, William Benjamin Nowell, Jeffrey R. Curtis, Sara Loud, Robert N. McBurney, Peter A. Merkel, Antoine G. Sreih, Kalen Young, Kevin Haynes:
Data linkages between patient-powered research networks and health plans: a foundation for collaborative research. 594-602 - Adarsha S. Bajracharya, Bradley H. Crotty, Hollis B. Kowoloff, Charles Safran, Warner V. Slack:
Patient experience with family history tool: analysis of patients' experience sharing their family health history through patient-computer dialogue in a patient portal. 603-609 - Cynthia E. Schairer, Cynthia Cheung, Caryn Kseniya Rubanovich, Mildred K. Cho, Lorrie Faith Cranor, Cinnamon S. Bloss:
Disposition toward privacy and information disclosure in the context of emerging health technologies. 610-619 - Christopher A. Harle, Elizabeth H. Golembiewski, Kiarash P. Rahmanian, Babette A. Brumback, Janice L. Krieger, Kenneth W. Goodman, Arch G. Mainous III, Ray E. Moseley:
Does an interactive trust-enhanced electronic consent improve patient experiences when asked to share their health records for research? A randomized trial. 620-629 - Ellen K. Kerns, Vincent S. Staggs, Sarah D. Fouquet, Russell J. McCulloh:
Estimating the impact of deploying an electronic clinical decision support tool as part of a national practice improvement project. 630-636 - Hossein Estiri, Jeffrey G. Klann, Sarah R. Weiler, Ernest Alema-Mensah, R. Joseph Applegate, Galina Lozinski, Nandan Patibandla, Kun Wei, William G. Adams, Marc D. Natter, Elizabeth O. Ofili, Brian Ostasiewski, Alexander Quarshie, Gary E. Rosenthal, Elmer V. Bernstam, Kenneth D. Mandl, Shawn N. Murphy:
A federated EHR network data completeness tracking system. 637-645 - Fei Li, Hong Yu:
An investigation of single-domain and multidomain medication and adverse drug event relation extraction from electronic health record notes using advanced deep learning models. 646-654 - Jisan Lee, Jeongeun Kim:
Can menstrual health apps selected based on users' needs change health-related factors? A double-blind randomized controlled trial. 655-666
- Allison A. Lewinski, Connor Drake, Ryan J. Shaw, George L. Jackson, Hayden B. Bosworth, Megan Oakes, Sarah Gonzales, Nicole E. Jelesoff, Matthew J. Crowley:
Bridging the integration gap between patient-generated blood glucose data and electronic health records. 667-672
- Michael A. Tutty, Lindsey E. Carlasare, Stacy Lloyd, Christine A. Sinsky:
The complex case of EHRs: examining the factors impacting the EHR user experience. 673-677
- Andrew Georgiou, Julie Li, Judith Thomas, Maria R. Dahm, Johanna I. Westbrook:
The impact of health information technology on the management and follow-up of test results - a systematic review. 678-688
Volume 26, Numbers 8-9, August 2019
- Tiffany C. Veinot, Jessica S. Ancker, Suzanne Bakken:
Health informatics and health equity: improving our reach and impact. 689-695
- Sarah J. Javier, Lara K. Troszak, Stephanie L. Shimada, D. Keith McInnes, Michael E. Ohl, Tigran Avoundjian, Taryn A Erhardt, Amanda Midboe:
Racial and ethnic disparities in use of a personal health record by veterans living with HIV. 696-702 - Vaishnavi Kannan, Kathleen E. Wilkinson, Mereeja Varghese, Sarah Lynch-Medick, DuWayne L. Willett, Teresa Bosler, Ling Chu, Samantha I Gates, M. E. Blair Holbein, Mallory M. Willett, Sharon C. Reimold, Robert D. Toto:
Count me in: using a patient portal to minimize implicit bias in clinical research recruitment. 703-713 - Judith W. Dexheimer, Mary V. Greiner, Sarah J. Beal, Darius Johnson, Andrea Kachelmeyer, Lisa M. Vaughn:
Sharing personal health record data elements in protective custody: youth and stakeholder perspectives. 714-721 - Evan Sholle, Laura C. Pinheiro, Prakash Adekkanattu, Marcos Davila, Stephen B. Johnson, Jyotishman Pathak, Sanjai Sinha, Cassidie Li, Stasi A Lubansky, Monika M. Safford, Thomas R. Campion Jr.:
Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation. 722-729 - Fernanda C. Polubriaginof, Patrick B. Ryan, Hojjat Salmasian, Andrea W. Shapiro, Adler J. Perotte, Monika M. Safford, George Hripcsak, Shaun Smith, Nicholas P. Tatonetti, David K. Vawdrey:
Challenges with quality of race and ethnicity data in observational databases. 730-736 - Mitchell R. Lunn, Micah Lubensky, Carolyn Hunt, Annesa Flentje, Matthew R. Capriotti, Chollada Sooksaman, Todd Harnett, Del Currie, Chris Neal, Juno Obedin-Maliver:
A digital health research platform for community engagement, recruitment, and retention of sexual and gender minority adults in a national longitudinal cohort study- - The PRIDE Study. 737-748 - Oliver L. Haimson:
Mapping gender transition sentiment patterns via social media data: toward decreasing transgender mental health disparities. 749-758 - Young Ji Lee, Charles Kamen, Liz Margolies, Ulrike Boehmer:
Online health community experiences of sexual minority women with cancer. 759-766 - Andrew J. Boslett, Alina Denham, Elaine L. Hill, Meredith C. B. Adams:
Unclassified drug overdose deaths in the opioid crisis: emerging patterns of inequity. 767-777 - Michael Fiore, Rob Adsit, Mark Zehner, Danielle McCarthy, Susan Lundsten, Paul Hartlaub, Todd Mahr, Allison Gorrilla, Amy Skora, Timothy Baker:
An electronic health record-based interoperable eReferral system to enhance smoking Quitline treatment in primary care. 778-786 - Tao Chen, Mark Dredze, Jonathan P. Weiner, Hadi Kharrazi:
Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records. 787-795 - Saif S. Khairat, Timothy L. Haithcoat, Songzi Liu, Tanzila Zaman, Barbara Edson, Robert Gianforcaro, Chi-Ren Shyu:
Advancing health equity and access using telemedicine: a geospatial assessment. 796-805 - Emilie Bruzelius, Matthew Le, Avi Kenny, Jordan Downey, Matteo Danieletto, Aaron Baum, Patrick Doupe, Bruno Silva, Philip J. Landrigan, Prabhjot Singh:
Satellite images and machine learning can identify remote communities to facilitate access to health services. 806-812 - Charles R. Senteio, Julia Adler-Milstein, Caroline R. Richardson, Tiffany C. Veinot:
Psychosocial information use for clinical decisions in diabetes care. 813-824 - Betty Bekemeier, Seungeun Park, Uba Backonja, India Ornelas, Anne M. Turner:
Data, capacity-building, and training needs to address rural health inequities in the Northwest United States: a qualitative study. 825-834
- Tammy Toscos, Michelle Drouin, Jessica Pater, Mindy E. Flanagan, Rachel Pfafman, Michael J. Mirro:
Selection biases in technology-based intervention research: patients' technology use relates to both demographic and health-related inequities. 835-839
- Gillian Feldmeth, Edward T. Naureckas, Julian Solway, Stacy Tessler Lindau:
Embedding research recruitment in a community resource e-prescribing system: lessons from an implementation study on Chicago's South Side. 840-846 - Anna A. Divney, Priscilla M. Lopez, Terry T. Huang, Lorna E. Thorpe, Chau Trinh-Shevrin, Nadia S. Islam:
Research-grade data in the real world: challenges and opportunities in data quality from a pragmatic trial in community-based practices. 847-854
- Lisa V. Grossman, Ruth M. Masterson Creber, Natalie C. Benda, Drew Wright, David K. Vawdrey, Jessica S. Ancker:
Interventions to increase patient portal use in vulnerable populations: a systematic review. 855-870 - Marcy G. Antonio, Olga Petrovskaya, Francis Y. Lau:
Is research on patient portals attuned to health equity? A scoping review. 871-883
- Martin Chieng Were, Chaitali Sinha, Caricia Catalani:
A systematic approach to equity assessment for digital health interventions: case example of mobile personal health records. 884-890 - Theresa Cullen, Jan Flowers, Thomas D. Sequist, Howard Hays, Paul G. Biondich, Maia Z. Laing:
Envisioning health equity for American Indian/Alaska Natives: a unique HIT opportunity. 891-894 - Joseph J. DeFerio, Scott Breitinger, Dhruv Khullar, Amit P. Sheth, Jyotishman Pathak:
Social determinants of health in mental health care and research: a case for greater inclusion. 895-899 - A note of thanks to the reviewers. 900
Volume 26, Number 10, October 2019
- Suzanne Bakken:
Need for innovation in electronic health record-based medication alerts. 901-902
- Julia Adler-Milstein:
Health informatics and health services research: reflections on their convergence. 903-904
- Jeff L. Bubp, Michelle A. Park, Joan Kapusnik-Uner, Thong Dang, Karl Matuszewski, Don Ly, Kevin Chiang, Sek Shia, Brian Hoberman:
Successful deployment of drug-disease interaction clinical decision support across multiple Kaiser Permanente regions. 905-910 - Mina Ostovari, Charlotte Steele-Morris Joy, Paul M. Griffin, Denny Yu:
Data-driven modeling of diabetes care teams using social network analysis. 911-919 - Craig B. Monsen, Joshua M. Liao, Barak Gaster, Kevin J. Flynn, Thomas H. Payne:
The effect of medication cost transparency alerts on prescriber behavior. 920-927 - Andrew M. Harrison, Rizwan Siwani, Brian W. Pickering, Vitaly Herasevich:
Clinical impact of intraoperative electronic health record downtime on surgical patients. 928-933 - Adam Wright, Dustin S. McEvoy, Skye Aaron, Allison B. McCoy, Mary G. Amato, Hyun Kim, Angela Ai, James J. Cimino, Bimal R. Desai, Robert E. El-Kareh, William L. Galanter, Christopher A. Longhurst, Sameer Malhotra, Ryan Radecki, Lipika Samal, Richard Schreiber, Eric D. Shelov, Anwar Mohammad Sirajuddin, Dean F. Sittig:
Structured override reasons for drug-drug interaction alerts in electronic health records. 934-942 - Feifan Liu, Richeek Pradhan, Emily Druhl, Elaine T. Freund, Weisong Liu, Brian C. Sauer, Fran Cunningham, Adam J. Gordon, Celena B. Peters, Hong Yu:
Learning to detect and understand drug discontinuation events from clinical narratives. 943-951 - Julia Adler-Milstein, Paige Nong:
Early experiences with patient generated health data: health system and patient perspectives. 952-959 - Kea Turner, Young-Rock Hong, Sandhya Yadav, Jinhai Huo, Arch G. Mainous III:
Patient portal utilization: before and after stage 2 electronic health record meaningful use. 960-967 - Sandhya V. Shimoga, Yang Z. Lu:
Role of provider encouragement on patient engagement via online portals. 968-976 - Gang Fang, Izabela E. Annis, Jennifer Elston-Lafata, Samuel Cykert:
Applying machine learning to predict real-world individual treatment effects: insights from a virtual patient cohort. 977-988 - Joshua R. Vest, Mark Aaron Unruh, Seth Freedman, Kosali Simon:
Health systems' use of enterprise health information exchange vs single electronic health record vendor environments and unplanned readmissions. 989-998 - Neal Yuan, R. Adams Dudley, W. John Boscardin, Grace A Lin:
Electronic health records systems and hospital clinical performance: a study of nationwide hospital data. 999-1009 - Rosy Tsopra, Karima Sedki, Mélanie Courtine, Hector Falcoff, Antoine De Beco, Ronni Madar, Frédéric Mechaï, Jean-Baptiste Lamy:
Helping GPs to extrapolate guideline recommendations to patients for whom there are no explicit recommendations, through the visualization of drug properties. The example of AntibioHelp® in bacterial diseases. 1010-1019 - Bruce Rosenthal, Janet Skrbin, Janet Fromkin, Emily Heineman, Tom McGinn, Rudolph Richichi, Rachel P. Berger:
Integration of physical abuse clinical decision support at 2 general emergency departments. 1020-1029 - Jill Mohr, Gregory J. Strnad, Lutul Farrow, Kate Heinlein, Carolyn M. Hettrich, Morgan H. Jones, Anthony Miniaci, Eric Ricchetti, James Rosneck, Mark Schickendantz, Paul Saluan, Jose F. Vega, Kurt P. Spindler:
A smart decision: smartphone use for operative data collection in arthroscopic shoulder instability surgery. 1030-1036 - Dina Vishnyakova, Raul Rodriguez-Esteban, Fabio Rinaldi:
A new approach and gold standard toward author disambiguation in MEDLINE. 1037-1045 - Erich Kummerfeld, Alexander Rix, Justin Anker, Matt Kushner:
Assessing the collective utility of multiple analyses on clinical alcohol use disorder data. 1046-1055 - Ruowang Li, Yong Chen, Jason H. Moore:
Integration of genetic and clinical information to improve imputation of data missing from electronic health records. 1056-1063 - Karamarie Fecho, Emily R. Pfaff, Hao Xu, James Champion, Steve Cox, Lisa Stillwell, David B. Peden, Chris Bizon, Ashok Kumar Krishnamurthy, Alexander Tropsha, Stanley C. Ahalt:
A novel approach for exposing and sharing clinical data: the Translator Integrated Clinical and Environmental Exposures Service. 1064-1073 - Ahmet Baki Kocaballi, Enrico W. Coiera, Huong Ly Tong, Sarah J. White, Juan C. Quiroz, Fahimeh Rezazadegan, Simon Willcock, Liliana Laranjo:
A network model of activities in primary care consultations. 1074-1082 - Ruowang Li, Rui Duan, Daniel J. Rader, Scott M. Damrauer, Jason H. Moore, Yong Chen:
A regression framework to uncover pleiotropy in large-scale electronic health record data. 1083-1090 - Sara Belle Donevant, Erik Svendsen, Jane V. Richter, Abbas Tavakoli, Jean Craig, Nicholas D. Boltin, Homayoun Valafar, Salvatore DiNardi, Joan Marie Culley:
Designing and executing a functional exercise to test a novel informatics tool for mass casualty triage. 1091-1098 - Lindsay Satterwhite Mayberry, Erin M. Bergner, Kryseana J. Harper, Simone Laing, Cynthia A Berg:
Text messaging to engage friends/family in diabetes self-management support: acceptability and potential to address disparities. 1099-1108
- Jessica M. Ray, Raj M. Ratwani, Christine A. Sinsky, Richard M. Frankel, Mark W. Friedberg, Seth M. Powsner, David I. Rosenthal, Robert M. Wachter, Edward R. Melnick:
Six habits of highly successful health information technology: powerful strategies for design and implementation. 1109-1114 - S. Trent Rosenbloom, Jeffery R. L. Smith, Rita Bowen, Janelle Burns, Lauren Riplinger, Thomas H. Payne:
Updating HIPAA for the electronic medical record era. 1115-1119
- Philip J. Scott, Angela W. Brown, Taiwo Adedeji, Jeremy C. Wyatt, Andrew Georgiou, Eric L. Eisenstein, Charles P. Friedman:
A review of measurement practice in studies of clinical decision support systems 1998-2017. 1120-1128 - Christopher A. Aakre, Lauren A. Maggio, Guilherme Del Fiol, David A. Cook:
Barriers and facilitators to clinical information seeking: a systematic review. 1129-1140 - Mustafa I. Hussain, Tera L. Reynolds, Kai Zheng:
Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review. 1141-1149
- Christopher G. Chute, Suzanne Bakken, William M. Tierney, Gretchen Purcell Jackson, James J. Cimino:
The 2018 fellow cohort of the American College of Medical Informatics. 1150-1155
- Balazs Zsenits, Jose Alcantara, Robert Mayo:
Impact of HIT on burnout remains unknown - for now. 1156-1157 - Suzanne Bakken:
Building the evidence base on health information technology-related clinician burnout: a response to impact of health information technology on burnout remains unknown - for now. 1158
- Corrigendum to: An electronic health record-based interoperable eReferral system to enhance smoking Quitline treatment in primary care. 1159
Volume 26, Number 11, November 2019
- Amber Stubbs, Özlem Uzuner:
New approaches to cohort selection. 1161-1162
- Amber Stubbs, Michele Filannino, Ergin Soysal, Samuel Henry, Özlem Uzuner:
Cohort selection for clinical trials: n2c2 2018 shared task track 1. 1163-1171 - V. G. Vinod Vydiswaran, Asher Strayhorn, Xinyan Zhao, Phil Robinson, Mahesh Agarwal, Erin Bagazinski, Madia Essiet, Bradley E. Iott, Hyeon Joo, PingJui Ko, Dahee Lee, Jin Xiu Lu, Jinghui Liu, Adharsh Murali, Koki Sasagawa, Tianshi Wang, Nalingna Yuan:
Hybrid bag of approaches to characterize selection criteria for cohort identification. 1172-1180 - Isabel Segura-Bedmar, Pablo Raez:
Cohort selection for clinical trials using deep learning models. 1181-1188 - Tina Hernandez-Boussard, Keri L. Monda, Blai Coll Crespo, Dan Riskin:
Real world evidence in cardiovascular medicine: ensuring data validity in electronic health record-based studies. 1189-1194 - Jelena Gligorijevic, Djordje Gligorijevic, Martin Pavlovski, Elizabeth Milkovits, Lucas Glass, Kevin Grier, Praveen Vankireddy, Zoran Obradovic:
Optimizing clinical trials recruitment via deep learning. 1195-1202 - Ying Xiong, Xue Shi, Shuai Chen, Dehuan Jiang, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Jun Yan:
Cohort selection for clinical trials using hierarchical neural network. 1203-1208 - Hailey N. Miller, Kelly T. Gleason, Stephen P. Juraschek, Timothy B. Plante, Cassie Lewis-Land, Bonnie Woods, Lawrence J. Appel, Daniel E. Ford, Cheryl R. Dennison Himmelfarb:
Electronic medical record-based cohort selection and direct-to-patient, targeted recruitment: early efficacy and lessons learned. 1209-1217 - Long Chen, Yu Gu, Xin Ji, Chao Lou, Zhiyong Sun, Haodan Li, Yuan Gao, Yang Huang:
Clinical trial cohort selection based on multi-level rule-based natural language processing system. 1218-1226 - Chi-Jen Chen, Neha Warikoo, Yung-Chun Chang, Jin-Hua Chen, Wen-Lian Hsu:
Medical knowledge infused convolutional neural networks for cohort selection in clinical trials. 1227-1236 - Guan Nan Guo, Jitendra Jonnagaddala, Sanjay Farshid, Vojtech Huser, Christian G. Reich, Siaw-Teng Liaw:
Comparison of the cohort selection performance of Australian Medicines Terminology to Anatomical Therapeutic Chemical mappings. 1237-1246 - Michel Oleynik, Amila Kugic, Zdenko Kasác, Markus Kreuzthaler:
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. 1247-1254 - Katherine P. Liao, Jiehuan Sun, Tianrun A. Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer E. Huffman, Jessica L. Gronsbell, Yichi Zhang, Yuk-Lam Ho, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Christopher J. O'Donnell, J. Michael Gaziano, Kelly Cho, Peter Szolovits, Isaac S. Kohane, Sheng Yu:
High-throughput multimodal automated phenotyping (MAP) with application to PheWAS. 1255-1262 - Yang Xiang, Kayo Fujimoto, John A. Schneider, Yuxi Jia, Degui Zhi, Cui Tao:
Network context matters: graph convolutional network model over social networks improves the detection of unknown HIV infections among young men who have sex with men. 1263-1271 - Dmitriy Dligach, Majid Afshar, Timothy A. Miller:
Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse. 1272-1278 - Jingcheng Du, Qingyu Chen, Yifan Peng, Yang Xiang, Cui Tao, Zhiyong Lu:
ML-Net: multi-label classification of biomedical texts with deep neural networks. 1279-1285 - Li Tong, Hang Wu, May D. Wang:
CAESNet: Convolutional AutoEncoder based Semi-supervised Network for improving multiclass classification of endomicroscopic images. 1286-1296 - Yuqi Si, Jingqi Wang, Hua Xu, Kirk E. Roberts:
Enhancing clinical concept extraction with contextual embeddings. 1297-1304 - Maureen A. Smith, Mary S. Vaughan-Sarrazin, Menggang Yu, Xinyi Wang, Peter A. Nordby, Christine Vogeli, Jonathan B. Jaffery, Joshua P. Metlay:
The importance of health insurance claims data in creating learning health systems: evaluating care for high-need high-cost patients using the National Patient-Centered Clinical Research Network (PCORNet). 1305-1313 - Qiang Wei, Yukun Chen, Mandana Salimi, Joshua C. Denny, Qiaozhu Mei, Thomas A. Lasko, Qingxia Chen, Stephen Wu, Amy Franklin, Trevor Cohen, Hua Xu:
Cost-aware active learning for named entity recognition in clinical text. 1314-1322 - Anja Rieckert, Anne-Lisa Teichmann, Eva Drewelow, Celine Kriechmayr, Giuliano Piccoliori, Adrine Woodham, Andreas Sönnichsen:
Reduction of inappropriate medication in older populations by electronic decision support (the PRIMA-eDS project): a survey of general practitioners' experiences. 1323-1332 - Cong Liu, Chi Yuan, Alex M. Butler, Richard D. Carvajal, Ziran Ryan Li, Casey N. Ta, Chunhua Weng:
DQueST: dynamic questionnaire for search of clinical trials. 1333-1343 - Vaishnavi Kannan, Mujeeb A. Basit, Puneet Bajaj, Angela R. Carrington, Irma B. Donahue, Emily L. Flahaven, Richard Medford, Tsedey Melaku, Brett A. Moran, Luis E. Saldana, DuWayne L. Willett, Josh E. Youngblood, Seth M. Toomay:
User stories as lightweight requirements for agile clinical decision support development. 1344-1354
- Joshua Feldman, Andrea Thomas-Bachli, Jack Forsyth, Zaki Hasnain Patel, Kamran Khan:
Development of a global infectious disease activity database using natural language processing, machine learning, and human expertise. 1355-1359 - Laura E. Simon, Adina S. Rauchwerger, Uli K. Chettipally, Leon Babakhanian, David R. Vinson, E. Margaret Warton, Mary E. Reed, Anupam B. Kharbanda, Elyse O. Kharbanda, Dustin W. Ballard:
Text message alerts to emergency physicians identifying potential study candidates increase clinical trial enrollment. 1360-1363 - Majid Afshar, Dmitriy Dligach, Brihat Sharma, Xiaoyuan Cai, Jason Boyda, Steven Birch, Daniel Valdez, Suzan Zelisko, Cara Joyce, François Modave, Ron Price:
Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies. 1364-1369
- Eric Venner, Mullai Murugan, Walker Hale, Jordan M. Jones, Shan Lu, Victoria Yi, Richard A. Gibbs:
ARBoR: an identity and security solution for clinical reporting. 1370-1374 - David M. Rubins, Adam Wright, Tarik K. Alkasab, M. Stephen Ledbetter, Amy Miller, Rajesh Patel, Nancy Wei, Gianna Zuccotti, Adam B. Landman:
Importance of clinical decision support system response time monitoring: a case report. 1375-1378
- James J. Cimino:
Putting the "why" in "EHR": capturing and coding clinical cognition. 1379-1384 - William E. Yang, Lochan M. Shah, Erin M. Spaulding, Jane Wang, Helen Xun, Daniel Weng, Rongzi Shan, Shannon Wongvibulsin, Francoise A. Marvel, Seth S. Martin:
The role of a clinician amid the rise of mobile health technology. 1385-1388
- Natalie Wiebe, Lucia Otero Varela, Daniel J. Niven, Paul E. Ronksley, Nicolas Iragorri, Hude Quan:
Evaluation of interventions to improve inpatient hospital documentation within electronic health records: a systematic review. 1389-1400 - Tamara Goncalves Rezende Macieira, Tania C. M. Chianca, Madison B. Smith, Yingwei Yao, Jiang Bian, Diana J. Wilkie, Karen Dunn Lopez, Gail M. Keenan:
Secondary use of standardized nursing care data for advancing nursing science and practice: a systematic review. 1401-1411 - Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, Niels Peek:
Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. 1412-1420
- Rebekah L. Gardner, Emily Cooper, Jacqueline Haskell, Daniel A. Harris, Sara Poplau, Philip J. Kroth, Mark Linzer:
Response to "Impact of HIT on burnout remains unknown - for now". 1421
- Corrigendum to: Drug-drug interaction discovery and demystification using Semantic Web technologies. 1422
- Corrigendum to: Can menstrual health apps selected based on users' needs change health-related factors? A double-blind randomized controlled trial. 1423
- Michael A. Tutty, Lindsey E. Carlasare, Stacy Lloyd, Christine A. Sinsky:
Erratum to: The complex case of EHRs: examining the factors impacting the EHR user experience. 1424
Volume 26, Number 12, December 2019
- Leslie Lenert:
The science of informatics and predictive analytics. 1425-1426
- Haley S. Hunter-Zinck, Jordan S. Peck, Tania D. Strout, Stephan A. Gaehde:
Predicting emergency department orders with multilabel machine learning techniques and simulating effects on length of stay. 1427-1436 - Lisa Bastarache, Jacob J. Hughey, Jeffery A. Goldstein, Julie A. Bastraache, Satya Das, Neil Charles Zaki, Chenjie Zeng, Leigh Anne Tang, Dan M. Roden, Joshua C. Denny:
Improving the phenotype risk score as a scalable approach to identifying patients with Mendelian disease. 1437-1447 - Sharon E. Davis, Robert A. Greevy Jr., Christopher Fonnesbeck, Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
A nonparametric updating method to correct clinical prediction model drift. 1448-1457 - Gregory E. Simon, Susan M. Shortreed, Eric Johnson, Rebecca C. Rossom, Frances L. Lynch, Rebecca Ziebell, Robert B. Penfold:
What health records data are required for accurate prediction of suicidal behavior? 1458-1465 - Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu:
Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. 1466-1477 - Xabier Soto, Olatz Perez-de-Viñaspre, Gorka Labaka, Maite Oronoz:
Neural machine translation of clinical texts between long distance languages. 1478-1487 - David M. Rubins, Robert Boxer, Adam B. Landman, Adam Wright:
Effect of default order set settings on telemetry ordering. 1488-1492 - Jihyun Park, Dimitrios Kotzias, Patty Kuo, Robert L. Logan IV, Kritzia Merced, Sameer Singh, Michael Tanana, Efi Karra Taniskidou, Jennifer Elston-Lafata, David C. Atkins, Ming Tai-Seale, Zac E. Imel, Padhraic Smyth:
Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. 1493-1504 - Saif S. Khairat, Cameron Coleman, Paige Ottmar, Thomas Bice, Ross Koppel, Shannon S. Carson:
Physicians' gender and their use of electronic health records: findings from a mixed-methods usability study. 1505-1514 - Evan W. Orenstein, Katherine Yun, Clara Warden, Michael J. Westerhaus, Morgan G. Mirth, Dean Karavite, Blain Mamo, Kavya Sundar, Jeremy J. Michel:
Development and dissemination of clinical decision support across institutions: standardization and sharing of refugee health screening modules. 1515-1524 - Alejandra Casillas, Giselle Perez-Aguilar, Anshu Abhat, Griselda Gutierrez, Tanya T. Olmos-Ochoa, Carmen Mendez, Anish Mahajan, Arleen Brown, Gerardo Moreno:
Su salud a la mano (your health at hand): patient perceptions about a bilingual patient portal in the Los Angeles safety net. 1525-1535 - David S. Carrell, David J. Cronkite, Muqun (Rachel) Li, Steve Nyemba, Bradley A. Malin, John S. Aberdeen, Lynette Hirschman:
The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight. 1536-1544 - Spiros C. Denaxas, Arturo Gonzalez-Izquierdo, Kenan Direk, Natalie K. Fitzpatrick, Ghazaleh Fatemifar, Amitava Banerjee, Richard J. B. Dobson, Laurence J. Howe, Valerie Kuan, R. Tom Lumbers, Laura Pasea, Riyaz S. Patel, Anoop D. Shah, Aroon D. Hingorani, Cathie Sudlow, Harry Hemingway:
UK phenomics platform for developing and validating electronic health record phenotypes: CALIBER. 1545-1559 - Gad Segal, Amit Segev, Adi Brom, Yulia Lifshitz, YishayWasserstrum, Eyal Zimlichman:
Reducing drug prescription errors and adverse drug events by application of a probabilistic, machine-learning based clinical decision support system in an inpatient setting. 1560-1565 - Fabienne C. Bourgeois, Alan Fossa, Macda Gerard, Marion E. Davis, Yhenneko J. Taylor, Crystal D. Connor, Tracela Vaden, Andrew McWilliams, Melanie D. Spencer, Patricia Folcarelli, Sigall K. Bell:
A patient and family reporting system for perceived ambulatory note mistakes: experience at 3 U.S. healthcare centers. 1566-1573 - Sam Tideman, Mauricio Santillana, Jonathan P. Bickel, Ben Reis:
Internet search query data improve forecasts of daily emergency department volume. 1574-1583 - Xue Shi, Yingping Yi, Ying Xiong, Buzhou Tang, Qingcai Chen, Xiaolong Wang, Zongcheng Ji, Yaoyun Zhang, Hua Xu:
Extracting entities with attributes in clinical text via joint deep learning. 1584-1591 - Min Zheng, Baohua Ni, Samantha Kleinberg:
Automated meal detection from continuous glucose monitor data through simulation and explanation. 1592-1599 - Ying Wang, Enrico W. Coiera, Farah Magrabi:
Using convolutional neural networks to identify patient safety incident reports by type and severity. 1600-1608 - Benjamin Alan Goldstein, Matthew Phelan, Neha J. Pagidipati, Sarah B. Peskoe:
How and when informative visit processes can bias inference when using electronic health records data for clinical research. 1609-1617 - Davy Weissenbacher, Abeed Sarker, Ari Z. Klein, Karen O'Connor, Arjun Magge, Graciela Gonzalez-Hernandez:
Deep neural networks ensemble for detecting medication mentions in tweets. 1618-1626
- Shelagh A. Mulvaney, Sarah E. Vaala, Rachel B. Carroll, Laura K. Williams, Cindy K. Lybarger, Douglas C. Schmidt, Mary S. Dietrich, Lori M. Laffel, Korey K. Hood:
A mobile app identifies momentary psychosocial and contextual factors related to mealtime self-management in adolescents with type 1 diabetes. 1627-1631 - Liang Yao, Zhe Jin, Chengsheng Mao, Yin Zhang, Yuan Luo:
Traditional Chinese medicine clinical records classification with BERT and domain specific corpora. 1632-1636
- Amir Alishahi Tabriz, Patrice Jordan Fleming, Yongyun Shin, Ken Resnicow, Resa M. Jones, Susan A. Flocke, Deirdre A. Shires, Sarah T. Hawley, David Willens, Jennifer Elston-Lafata:
Challenges and opportunities using online portals to recruit diverse patients to behavioral trials. 1637-1644
- Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh:
Prognostic models will be victims of their own success, unless... 1645-1650 - Ben Van Calster, Laure Wynants, Dirk Timmerman, Ewout W. Steyerberg, Gary S. Collins:
Predictive analytics in health care: how can we know it works? 1651-1654 - Vincent X. Liu, David W. Bates, Jenna Wiens, Nigam H. Shah:
The number needed to benefit: estimating the value of predictive analytics in healthcare. 1655-1659 - Betty Bekemeier, Seungeun Park, Greg Whitman:
Challenges and lessons learned in promoting adoption of standardized local public health service delivery data through the application of the Public Health Activities and Services Tracking model. 1660-1663
- Sophia R. Newcomer, Stan Xu, Martin Kulldorff, Matthew F. Daley, Bruce Fireman, Jason M. Glanz:
A primer on quantitative bias analysis with positive predictive values in research using electronic health data. 1664-1674
- Matthew Sperrin, David A. Jenkins, Glen P. Martin, Niels Peek:
Explicit causal reasoning is needed to prevent prognostic models being victims of their own success. 1675-1676 - Matthew C. Lenert, Michael E. Matheny, Colin G. Walsh:
Explicit causal reasoning is preferred, but not necessary for pragmatic value. 1677-1678
- JAMIA reviewer thank you. 1679-1682
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