Abstract is missing.
- The Human Genomic Data Solution within the NIH Biomedical Translational Research Information System (BTRIS)Lyubov Remennik, Elaine J. Ayres, Sachi Rath. [doi]
- Expanding Interprofessional EHR Data in i2b2Bonnie L. Westra, Beverly Christie, Steven G. Johnson, Lisiane Pruinelli, Anne LaFlamme, Jung In Park, Suzan G. Sherman, Piper Ranallo, Matthew D. Byrne, Stuart M. Speedie. [doi]
- Insight Generation from Real-world and Real-time Treatment PathwaysZhaohui J. Cai, David Gotz, Aaron W. C. Kamauu, Gerasimos Petratos. [doi]
- A Pilot Study of the Integration of a Quantified-self Wearable Device with EMR data in the Acute Postoperative SettingJustin Norden, Timothy E. Sweeney, Aleksandra Pavlovic, Euan A. Ashley, Nigam Shah, Cindy Kin, Alexander Morgan. [doi]
- Benefits of a Structure Pipeline for Research Data RequestEneida A. Mendonça, Lisa Gress, James Van Schyndle, Deborah Yoshihara, Thomas Mish, Umberto Tachinardi. [doi]
- Using Medication Terminologies NDF-RT and RxNorm for Implementing a Medications Ingredient Hierarchy in a SHRINE/i2b2 use casePhilip Trevvett, Shawn N. Murphy, Lori C. Phillips, Bhanu Bahl. [doi]
- Question Answering on Electronic Medical RecordsPreethi Raghavan, Siddharth Patwardhan. [doi]
- Assessing Reproducible Research: A Common Biomedical Informatics FrameworkCynthia Vitale, Leslie McIntosh, Anthony Juehne, Rosalia Alcoser, Aaron Addison, Bradley Evanoff. [doi]
- On the Privacy Risks of Sharing Clinical Proteomics DataSujun Li, Nuno Bandeira, Xiaofeng Wang, Haixu Tang. [doi]
- My Cancer Genome: Evaluating an Educational Model to Introduce Patients and Caregivers to Precision Medicine InformationSheila V. Kusnoor, Taneya Y. Koonce, Mia Levy, Christine Lovly, Helen Naylor, Ingrid Anderson, Christine Micheel, Sheau-Chiann Chen, Fei Ye, Nunzia B. Giuse. [doi]
- Pooling Mental Health Data Collected in EHRs: A Methodology for Developing an an RDoc-Based Research RepositoryPiper Ranallo, Beverly Christie, Steven G. Johnson, Lisiane Pruinelli, Anne LaFlamme, Jung In Park, Suzan G. Sherman, Matthew D. Byrne, Stuart M. Speedie, Bonnie L. Westra. [doi]
- Integrating Rare Disease Research Patient Workflows and Deep Phenotyping into the Epic© EMRYael Kamil, Kym M. Boycott, Daniel Gross, Marta Gîrdea, Sergiu Dumitriu, Michael Brudno. [doi]
- Using LASSO Regression to Predict Rheumatoid Arthritis Treatment EfficacyDavid J. Odgers, Natalie Telis, Heather Hall, Michel Dumontier. [doi]
- A Semantic Web RDF-based Approach for Modeling HL7 FHIR ProfilesEric Prud'hommeaux, Harold R. Solbrig, Deepak K. Sharma, Christopher G. Chute, Guoqian Jiang. [doi]
- The Many Meanings of Precision MedicineAnthony E. Solomonides, Russ B. Altman, Joshua C. Denny, Larry Ozeran, Jessica D. Tenenbaum. [doi]
- Mining Twitter to Explore Mechanisms of Social Support to Meet Self-Management Needs of Hispanic Dementia CaregiversSunmoo Yoon, Suzanne Bakken. [doi]
- Ascertaining Asthma Predictive Index through Natural Language ProcessingSunghwan Sohn, Young J. Juhn, Chung-Il Wi, Euijung Ryu, Hongfang Liu. [doi]
- Accelerating Clinical Informatics with Data Virtualization in the MedBus Service-Oriented ArchitectureAmitava Shee, James Estill, Brian Rafferty, John S. Brussolo. [doi]
- Semantic Web Ontology and Data Integration: a Case Study in Aiding Psychiatric Drug RepurposingChen Liang, Jingchun Sun, Cui Tao. [doi]
- Predicting Emergency Department VisitsSarah F. Poole, Shaun J. Grannis, Nigam Shah. [doi]
- Learning Low-Dimensional Representations of Medical ConceptsYoungduck Choi, Chill Yi-I Chiu, David Sontag. [doi]
- Advanced Machine Learning for HealthcareJimeng Sun, Jim Rehg, Suchi Saria, Hua Xu, Eric Xing. [doi]
- A Decompositional Approach to Executing Quality Data Model Algorithms on the i2b2 PlatformHuan Mo, Guoqian Jiang, Jennifer A. Pacheco, Richard C. Kiefer, Luke V. Rasmussen, Jyotishman Pathak, Joshua C. Denny, William Thompson. [doi]
- Radiology Report Text Classification with Automatically Generated Regular Expression Pattern FeaturesDaniel Forsyth, Anne O. Cocos, Aaron J. Masino. [doi]
- A New Way of Representing Clinical Reports for Rapid PhenotypingMeliha Yetisgen, Lucy Vanderwende, Tony Black, Sean Mooney, Peter Tarczy-Hornoch. [doi]
- Improving i2b2 Ontology Medications Mappings with RxMixLori C. Phillips, Shawn N. Murphy. [doi]
- Predicting hospital visits from geo-tagged Internet search logsVibhu Agarwal, Lichy Han, Isaac Madan, Shaurya Saluja, Aaditya Shidham, Nigam Shah. [doi]
- Scheduler: An Application for Supporting Streamlined Clinical Research Center OperationsJoanna Brownstein, Carolyn Fu, Richie Siburian, Thomas Naughton, William Simons, Ankit Panchamia, Carl Woolf, Colette Hendricks, Seanne Falconer, Douglas MacFadden. [doi]
- Automated Recognition of Organ Sub-components for Segmentation Seeding Using Machine LearningMohan K. Manchala, Lynette E. Brown, Brian E. Chapman. [doi]
- Self-Service User Provisioning in i2b2, with Training and IRB VerificationRobert D. Johnson, Matthew C. Wyatt, Geoffrey Gordon, James J. Cimino. [doi]
- Data Collection Methods to Support a Multi-State Practice Care Transformation NetworkNiloufar Safaeinili, Luke V. Rasmussen, Richard Chagnon, Jody D. Ciolino, Kathryn L. Jackson, Theresa L. Walunas, Abel N. Kho. [doi]
- Automated Reference for Determining Generalizability of Clnical Trials ResultsAmos Cahan, Sorel Cahan, James J. Cimino. [doi]
- Tumor Information Extraction in Radiology Reports for Hepatocellular Carcinoma PatientsWen-wai Yim, Tyler Denman, Sharon W. Kwan, Meliha Yetisgen. [doi]
- Automated Summarization of Publications Associated with Adverse Drug Reactions from PubMedJoseph Finkelstein, Qinlang Chen, Hayden Z. Adams, Carol Friedman. [doi]
- Metadata-driven Clinical Data Loading into i2b2 for Clinical and Translational Science InstitutesAndrew R. Post, Akshatha K. Pai, Richard Willard, Bradley J. May, Andrew C. West, Sanjay Agravat, Stephen J. Granite, Raimond L. Winslow, David Stephens. [doi]
- Analysis of Free-text Symptom Narratives to Enhance Functionality of the National Cancer Institute's PRO-CTCAE System for Patient-Reported Symptomatic Adverse Events in Clinical TrialsArlene E. Chung, Sandra A. Mitchell, Rachel Osborne, Paul Baumgartner, Lauren J. Rogak, Ethan M. Basch. [doi]
- An Automated System for Retrieving Herb-drug Interaction Related Articles from MEDLINEKuo Lin, Carol Friedman, Joseph Finkelstein. [doi]
- Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health RecordYan Wang, Elizabeth S. Chen, Ilo Leppik, Serguei V. S. Pakhomov, Indra Neil Sarkar, Genevieve B. Melton. [doi]
- SPIRIT SpecWiz: Metadata Driven, Semantically Enhanced Collaboration Tool for Generation of Specifications for Case Report FormsAjay Shah, Srinivas Bolisetty, Fortino Martinez, Stacy Berger, John Meng, Gwen Sale, Jennifer Boesen, Gayle Old-Smith, Weizhong Zhu, Joyce C. Niland. [doi]
- Applying a Participatory Design Approach to Define Objectives and Properties of a "Data Profiling" Tool for Electronic Health DataHossein Estiri, Terri L. Lovins, Nader Afzalan, Kari A. Stephens. [doi]
- POS-MRF: A Part-Of-Speech Weighted Markov Random Field Model for Clinical Information RetrievalYanshan Wang, Dingcheng Li, Stephen T. Wu, Hongfang Liu. [doi]
- Explore Feasibility of Personalized Algorithms to Predict Long-Term Cognitive Changes and Optimize Dementia OutcomesChih-Lin Chi, Wonsuk Oh, Soo Borson. [doi]
- First Do No Harm: Validating Custom Clinical Decision Support Software in the Live Electronic Health RecordJeritt Thayer, Jeffrey M. Miller, Robert Grundmeier, Linda Tague. [doi]
- Data Driven Modeling of Electronic Health Record Data to Detect Pre-Diagnostic Heart Failure Subtypes in Primary CareKenney Ng, Walter F. Stewart, Christopher deFilippi, Steven R. Steinhubl. [doi]
- Improved Security of Protected Health Information (PHI) through Software Development Life Cycle (SDLC) ProcessesCarolyn Fu, Thomas Naughton, William Simons, Joanna Brownstein. [doi]
- Analytical Toolkits for University Healthcare Consortium's Quality and Performance DatasetNeil Bahroos, Xiao Dong, Pinal N. Kanabar, Morris Chukhman, Kartikey Pradhan. [doi]
- Respecting Patient Research Preferences Through the Use of Electronic Research Preferences and Contact ManagementMelissa L. Habrat, James C. Oates, Jihad S. Obeid, Leslie Lenert. [doi]
- Drug-drug Interaction Profiles of Medication Regimens Extracted from a De-identified Electronic Medical Records SystemMariusz Butkiewicz, Nicole A. Restrepo, Jonathan L. Haines, Dana C. Crawford. [doi]
- Scalable Data Protection in SHRINE NetworksMarc Ciriello, David Walend, Bhanu Bahl, William Simons, Benjamin Carmen, Douglas MacFadden, scott edmiston, Sabune Winkler. [doi]
- Quality of Race and Ethnicity Data in Electronic Health RecordsFernanda Polubriaginof, Mary Regina Boland, Adler J. Perotte, David K. Vawdrey. [doi]
- Cohort Selection and Management Application Leveraging Standards-based Semantic Interoperability and a Groovy DSLAnca I. D. Bucur, Jasper van Leeuwen, Njin-Zu Chen, David Pérez-Rey, Raúl Alonso-Calvo, Sergio Paraiso-Medina, Brecht Claerhout, Kristof de Schepper, Keyur Mehta, Cyril Krykwinski. [doi]
- Developing a Prioritization Schema for Matching Patients to Clinical TrialsMichael Cantor, Yousef Darwish. [doi]
- NIH-Sponsored Effort to Develop an Open Source Electronic Data Capture Instrument Converter and Library of Open Source Research InstrumentsDavid Voccola, Beth Anderson, Leon Rozenblit, Charles Tirrell, Jason Simeone, Frank J. Farach. [doi]
- Regular Expression-based Learning for METs Value ExtractionDouglas Redd, Jinqiu Kuang, April F. Mohanty, Bruce E. Bray, Qing Zeng-Treitler. [doi]
- Exploring Patient Safety Event Reporting Before and After Implementation of Bar Code Medication AdministrationBeatriz Ryan, Daniel Sorbello, Victoria Tiase, David K. Vawdrey. [doi]
- Issues in the Capture of Patient Reported Outcomes in a Heterogeneous Research NetworkJames C. McClay, James R. Campbell, Ashok Mudgapalli, Russ Waitman. [doi]
- Towards Evidence-Based Precision Medicine: Extracting Population Information from Biomedical Text using Binary Classifiers and Syntactic PatternsKalpana Raja, Naman Dasot, Pawan Goyal, Siddhartha R. Jonnalagadda. [doi]
- Social Network Technologies for Promotion of an Open Source Research Resources PlatformKrishna Kashiwala, Bhanu Bahl, Sharlini Sankaran, Marc Ciriello. [doi]
- Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support SystemsGeoffrey J. Tso, Kaeli Yuen, Susana B. Martins, Samson W. Tu, Michael Ashcraft, Paul Heidenreich, Brian B. Hoffman, Mary K. Goldstein. [doi]
- Use of Administrative Data to Predict Risk of Liver DiseaseTasneem Motiwala, Zachary B. Abrams, Kelly Regan, Bobbie Kite, Gregg M. Gascon, Philip R. O. Payne. [doi]
- Integration of Cytochrome P450 2D6 (CYP2D6) Gene-Drug Results into a Clinical Decision Support SystemKeith Danahey, Peter H. O'Donnell, Mark J. Ratain, Samuel L. Volchenboum, Emanuele Agolini, Kiang-Teck J. Yeo, Edward K. Leung, Yee Ming Lee. [doi]
- Read only SMART on FHIR Façade for I2b2Kavishwar B. Wagholikar, Joshua C. Mandel, Jeffrey G. Klann, Nich Wattanasin, Michael Mendis, Christopher G. Chute, Kenneth D. Mandl, Shawn N. Murphy. [doi]
- Federated Ontology-Centric Platform for Connecting CTSA-wide Educational Courses: A ProposalBhanu Bahl, Richard Pearse, Tenille E. Johnson. [doi]
- Defining a Statistically Valid Type 2 Diabetes Cohort in the Partners HealthCare EMRAlyssa P. Goodson, Andrew Cagan, Vivian S. Gainer, Christopher D. Herrick, Kelly Bell, Tianxi Cai, Shawn N. Murphy. [doi]
- Using a Multilayer Self-Organizing Map for Risk Prediction in Hepatorenal SyndromeJejo D. Koola, Sharon E. Davis, Samuel B. Ho, Micheal E. Matheny. [doi]
- Using Collaboration Networks to Visualize Patterns in Clinical Trial RecruitmentDaniel Fort, Timothy M. Herr, Paul Friedman, Luke V. Rasmussen, Justin Starren. [doi]
- Data Café - A Platform For Creating Biomedical Data LakesPradeeban Kathiravelu, Ashish Sharma. [doi]
- An Informatics Approach for the Curation and Standardization of Data Elements on Multi-center Clinical Trial NetworksKevin A. Wilson, Michael Ham. [doi]
- To Share or Not to Share: Ethical Acquisition and Use of Medical DataKate Fultz Hollis. [doi]
- RED-i Dropper: A Tool for Data Transfer and Study Enhancement in Clinical ResearchKevin S. Hanson, Andrei Sura, Christopher P. Barnes. [doi]
- Calibration Drift of Clinical Prediction Models Across Modeling MethodsSharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny. [doi]
- How Have Cancer Clinical Trial Eligibility Criteria Evolved Over Time?Anil Yaman, Shreya Chakrabarti, Anando Sen, Chunhua Weng. [doi]
- Evaluating Research Permission Disparities in an Electronic Patient PortalElizabeth A. Marshall, Jihad S. Obeid, Marvella E. Ford, James C. Oates, Kimberly R. Cannady, Jeffrey Korte, Melissa L. Habrat, Robert W. Warren, Leslie Lenert. [doi]
- Data Model Interoperability via Standard RepresentationAaron N. Browne, Byron Ruth, Kevin Murphy, Jeffrey W. Pennington. [doi]
- A Quantitative and Qualitative Evaluation of Sentence Boundary Detection for the Clinical DomainDenis R. Griffis, Chaitanya Shivade, Eric Fosler-Lussier, Albert M. Lai. [doi]
- Design of a Scalable and Affordable Local Research Registry PipelinePuneet Mathur, Kim Leonard, Jeremy R. Harper, Joshua Yoder, Omkar Lele, Peter J. Embi. [doi]
- Research Reproducibility in Longitudinal Multi-Center Studies Using Data from Electronic Health RecordsMeredith Nahm Zozus, Rachel L. Richesson, Anita Walden, Jessica D. Tenenbaum, William Edward Hammond. [doi]
- TRANSFoRm eHealth Solution for Quality of Life MonitoringStanislaw Saganowski, Andrzej Misiaszek, Piotr Bródka, Anna Andreasson, Vasa Curcin, Kazimierz Fraczkowski. [doi]
- A Novel Approach to Linked Metadata for Dataset CatalogWei Shi, Marcelline R. Harris, Cristina Moisa, Christopher P. Fischer, Anna R. Leicht, Wei Xu. [doi]
- The Drug Data to Knowledge Pipeline: Large-Scale Claims Data Classification for Pharmacologic InsightMark L. Homer, Nathan Palmer, Olivier Bodenreider, Aurel Cami, Laura Chadwick, Kenneth D. Mandl. [doi]
- Integrating Community-Engaged and Informatics-based Approaches for Precision Medicine Results Reporting to Urban LatinosSuzanne Bakken, Adriana Arcia, Janet Woollen. [doi]
- Developing a Knowledge Model for Clinical Research ProtocolsXuequn Pan, David Herion. [doi]
- Design and Architecture of a Distributed Network Pragmatic Clinical Trial: The PCORnet ADAPTABLE StudyLesley H. Curtis, Shelley A. Rusincovitch, Jenny Ibarra, Bradley G. Hammill, Laura G. Qualls, Debra F. Harris, W. S. Jones, Russell Rothman, Matthew T. Roe, Adrian F. Hernandez. [doi]
- Application of Statistical Bolstering Methodology to Real World Measure AnalyticsHanzhi Zhu, Gerardo Soto-Campos, Julianna Kohler, Prerna Patil, Tanmay Gupta, Preyanshu Gupta, Elisabeth Scheufele. [doi]
- Identifying Subsets of "Big Data" Relevant for Hearing Loss Progression ResearchTing Qian, Aaron J. Masino. [doi]
- Decrease in Inappropriate Vitamin D Testing Using Clinical Decision Support (CDS) ToolsAndrew H. Felcher, David M. Mosen, Rachel Gold, Ashley B. Stoneburner, Jill Pope. [doi]
- Exploring Gaps of Family History Documentation in EHR for Precision Medicine - A Case Study of Familial Hypercholesterolemia AscertainmentSaeed Mehrabi 0003, Yanshan Wang, Donna M. Ihrke, Hongfang Liu. [doi]
- Using Karyotype Data for Automated Disease Classification: A Proof of Concept DemonstrationSatyajeet Raje, Zachary B. Abrams, Kevin R. Coombes, Philip R. O. Payne. [doi]
- A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and ComplicationsLisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Jakob Johnson, Sanjoy Dey, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael Steinbach, Bonnie L. Westra, György J. Simon. [doi]
- Identification of an Acute Kidney Injury Phenotype from Electronic Health Record DataMichael Semanik, Meliha Yetisgen, Ari Pollack. [doi]
- Clinical Data Research Network Lessons LearnedKevin Murphy, Jeffrey Pennington, Aaron N. Browne, Byron Ruth, Ritu Khare, LeMar Davidson, Patricia K. Morris, Levon H. Utidjian, Charles Bailey. [doi]
- An Infinite Mixture Model for Coreference Resolution in Clinical NotesSijia Liu 0002, Hongfang Liu, Vipin Chaudhary, Dingcheng Li. [doi]
- Cross Border Semantic Interoperability for Clinical Research: the EHR4CR Semantic Resources and ServicesChristel Daniel, David Ouagne, Eric Sadou, Kerstin Forsberg, Mark M. McGilchrist, Eric Zapletal, Nicolas Paris, Sajjad Hussain, Marie-Christine Jaulent, Dipak Kalra. [doi]
- Evaluating the effectiveness of problem based charting in utilizing the problem list to structure clinical data in the intensive care unit: a preliminary analysis of a retrospective time series studyRon C. Li, Daniel Z. Fang, Gomathi Krishnan, Lisa Shieh. [doi]
- Using Quality Data Model (QDM)-based Quality Reporting Document Architecture (QRDA) to Collect both Electronic Clinical Quality Measure (eCQM) and non-eCQM Data for a National RegistryFrank J. Farach, Rick Geimer, Leon Rozenblit, Yan Heras. [doi]
- NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical NotesReed McEwan, Genevieve B. Melton, Benjamin C. Knoll, Yan Wang, Gretchen M. Hultman, Justin L. Dale, Tim Meyer, Serguei V. S. Pakhomov. [doi]
- Watson Cognitive Computing for Electronic Medical RecordsMurthy V. Devarakonda. [doi]
- Seamless Integration of Patient Reported Outcomes Assessments into the EHR WorkflowJustin Starren, Christopher Bethman, Federico Almaraz, Ryan Chmiel, Michael Bass, Luke V. Rasmussen. [doi]
- Evolution of an mHealth Family Pedigree AppJeffrey M. Miller, Donna Vito, Jeffrey W. Pennington. [doi]
- A Systematic Review of Using Electronic Heath Records to Predict Clinical Events: Assessment of Opportunities and ChallengesBenjamin A. Goldstein, Ann Marie Navar, Michael J. Pencina, John P. A. Ioannidis. [doi]
- Physician Perceptions of Performance FeedbackArwen E. Bunce, Rachel Gold, James V. Davis, MaryBeth Mercer, Victoria Jaworski, Christine Nelson, Celine Hollombe. [doi]
- Observational Health Data Sciences and Informatics (OHDSI): A Rapidly Growing International Network for Open Science and Data Analytics in HealthcareJon D. Duke, George Hripcsak, Nigam Shah, Patrick B. Ryan, Vojtech Huser. [doi]
- Evaluation of a Data Sharing Workflow for Clinically Affiliated InstitutionsTrushna Dave, Katherine H. Pavlovich, Jamie MacDonald, David Alge, Curtis L. Cole, Bruce Forman, Helen Kim, Niloo Sobhani, David K. Vawdrey, Thomas R. Campion Jr.. [doi]
- Delivering Integrated Research Registries in Academic Health CentersLeon Rozenblit, Peter J. Embi, Ian Brooks, Rony Jose, Monika Ahuja, Thomas R. Campion Jr.. [doi]
- Near Duplicate Detection for Medical Data Warehouse ConstructionPradeeban Kathiravelu, Ashish Sharma. [doi]
- 3D Motion Analysis of Clinical Performance: A New Big Data OpportunityMark Hoffman, Safeer F. Siddicky, Bimal Balakrishnan, Greg King. [doi]
- Modelling the Progression of CKD with EMR Data: a Partially Hidden Markov ApproachZhaonan Sun, Yu Cheng, Amos Cahan, Fei Wang, Jianying Hu. [doi]
- Inferring the Interactions of Risk Factors from EHRsTravis R. Goodwin, Sanda M. Harabagiu. [doi]
- Effectively Crowdsourcing Radiology Report AnnotationsAnne O. Cocos, Ting Qian, Aaron J. Masino. [doi]
- Assessment of Factors and Approaches to Mapping Laboratory Results in PCORnetMichelle M. Smerek, Elisa Priest, Samuel T. Rosenbloom, Jon Puro, Pedro Rivera, Shelley A. Rusincovitch, Rahul Jain, Keith Marsolo. [doi]
- Use of EMRs to Identify Drugs that Induce Acute Kidney InjuryBrittany L. Melton, Nathan J. Graham, Russ Waitman, Mei Liu. [doi]
- i2b2t2: Unlocking Visualization for Clinical ResearchDaniel R. Harris, Darren W. Henderson. [doi]
- Developing Combination Cancer Therapy from Ontology Fingerprint Derived Gene NetworkW. Jim Zheng, Guocai Chen, Lam C. Tsoi, Tingting Qin, Chia-Hua Chang, Geoffrey Bartholomeusz, Hua Xu. [doi]
- Comparative Evaluation for Brain Structural Connectivity Approaches: Towards Integrative Neuroinformatics Tool for Epilepsy Clinical ResearchSheng Yang, Curtis Tatsuoka, Kaushik Ghosh, Nuria Lacuey Lecumberri, Samden D. Lhatoo, Satya Sanket Sahoo. [doi]
- Iterative Design and Modeling for the PCORnet Common Data Model v3.0Shelley A. Rusincovitch, Jeffrey S. Brown, Keith Marsolo, Jenny Ibarra, Abel N. Kho, Daniella Meeker, Lesley H. Curtis. [doi]
- Automatic Identification of Lifestyle and Environmental Factors from Social History in Clinical TextMeliha Yetisgen, Elena Pellicer, David R. Crosslin, Lucy Vanderwende. [doi]
- Comparison of Two Distributed Data Network Approaches: Democratic and Self-Governed vs. Centrally ManagedJeffrey G. Klann, Vijay A. Raghavan, Douglas MacFadden, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy. [doi]
- Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision MakingJonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman. [doi]
- Modeling an Efficient Data Mart for High-Performance Clinical Data Analytics using Neo4j Graph DatabaseFatih Sen, Teeradache Viangteeravat, Oluwaseun J. Ajayi. [doi]
- The Clinical Pharmacogenetics Implementation Consortium (CPIC) Term Standardization for Clinical Pharmacogenetic Test Results: Alleles and PhenotypesJames M. Hoffman, Henry M. Dunnenberger, Jonathan D. Burlison, Michelle Whirl Carrillo, Robert R. Freimuth, Marc S. Williams, Stuart A. Scott, Josh F. Peterson, Heidi L. Rehm, Teri E. Klein, Mary V. Relling, Kelly E. Caudle. [doi]
- Construction & Management of a Dynamic Quality Improvement Registry Using REDCapKanika Mittal, Ann Borders, Patricia L. King, Katelynne Finnegan, Patricia Ittmann, Akihiko Noguchi, Deb Rosenberg, Abel N. Kho, Satyender Goel. [doi]
- Immunization Data Reporting Standards, Impact on Data Quality and Implications for Population Health Monitoring and ResearchSripriya Rajamani, Aaron Bieringer, Miriam H. Muscoplat. [doi]
- Multi-site Data Completeness Analysis: Application to Laboratory Results in a Large Distributed Research NetworkJeffrey G. Klann, Vijay A. Raghavan, Douglas MacFadden, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy. [doi]
- Searching in the Dark: Phenotyping Diabetic Retinopathy in a De-Identified Electronic Medical Record Sample of African AmericansNicole A. Restrepo, Eric Farber-Eger, Dana C. Crawford. [doi]
- Twitter Data Collection for ADHD Adverse Drug Event DetectionAaron J. Masino, Daniel Forsyth, Alexander G. Fiks. [doi]
- Caregivers Access to Patient Portal: A Retrospective Descriptive AnalysisShan He, Sidney N. Thornton. [doi]
- Exploring MeSH tree hierarchy for MeSH classification of articlesKing-Ip Lin, Yong Shui. [doi]
- Completing the Learning Health Care System Cycle: Developing and Testing eCQM in pSCANNER, a PCORNet Research NetworkLisa Schilling, Erin Holve, Jason C. Goldwater, Philip Payne, Daniella Meeker. [doi]
- Pharmacist Direct Care in the Individualized Medication Assessment and Planning Model: SNOMED-CT Mapping and Gap AnalysisTerrence J. Adam. [doi]
- The Applicability of an EHR Phenotype for Cohort IdentificationNing Shang, George Hripcsak, Patrick B. Ryan, Chunhua Weng. [doi]
- Bridging the Big Data/Small Data GapPaul A. Harris, Thomas R. Campion Jr., Robert J. Taylor, Marcos Davila, Jacqueline Kirby, Deidre Phillips, Jon Scherdin. [doi]
- Evaluating Physician Response to Pharmacogenomic-Guided Warfarin Dosing in an Hospitalized PopulationLaura K. Wiley, Marc Beller, Julie Field, Josh F. Peterson, Joshua C. Denny. [doi]