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CRI 2016: San Francisco, CA, USA
- Summit on Clinical Research Informatics, CRI 2016, San Francisco, CA, USA, March 21-24, 2016. AMIA 2016
Panels
- Zhaohui J. Cai, David Gotz, Aaron W. C. Kamauu, Gerasimos Petratos:
Insight Generation from Real-world and Real-time Treatment Pathways. - Jon D. Duke, George Hripcsak, Nigam Shah, Patrick B. Ryan, Vojtech Huser:
Observational Health Data Sciences and Informatics (OHDSI): A Rapidly Growing International Network for Open Science and Data Analytics in Healthcare. - Lisa M. Schilling, Erin Holve, Jason C. Goldwater, Philip Payne, Daniella Meeker:
Completing the Learning Health Care System Cycle: Developing and Testing eCQM in pSCANNER, a PCORNet Research Network. - Anthony E. Solomonides, Russ B. Altman, Joshua C. Denny, Larry Ozeran, Jessica D. Tenenbaum:
The Many Meanings of Precision Medicine. - Jimeng Sun, Jim Rehg, Suchi Saria, Hua Xu, Eric P. Xing:
Advanced Machine Learning for Healthcare. - Leon Rozenblit, Peter J. Embí, Ian Brooks, Rony Jose, Monika Ahuja, Thomas R. Campion Jr.:
Delivering Integrated Research Registries in Academic Health Centers.
Papers
- Vibhu Agarwal, Lichy Han, Isaac Madan, Shaurya Saluja, Aaditya Shidham, Nigam Shah:
Predicting hospital visits from geo-tagged Internet search logs. - Anca 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:
Cohort Selection and Management Application Leveraging Standards-based Semantic Interoperability and a Groovy DSL. - Mariusz Butkiewicz, Nicole A. Restrepo, Jonathan L. Haines, Dana C. Crawford:
Drug-drug Interaction Profiles of Medication Regimens Extracted from a De-identified Electronic Medical Records System. - Youngduck Choi, Chill Yi-I Chiu, David A. Sontag:
Learning Low-Dimensional Representations of Medical Concepts. - Christel Daniel, David Ouagne, Eric Sadou, Kerstin Forsberg, Mark M. McGilchrist, Eric Zapletal, Nicolas Paris, Sajjad Hussain, Marie-Christine Jaulent, Dipak Kalra:
Cross Border Semantic Interoperability for Clinical Research: the EHR4CR Semantic Resources and Services. - Hossein Estiri, Terri L. Lovins, Nader Afzalan, Kari A. Stephens:
Applying a Participatory Design Approach to Define Objectives and Properties of a "Data Profiling" Tool for Electronic Health Data. - Joseph Finkelstein, Qinlang Chen, Hayden Z. Adams, Carol Friedman:
Automated Summarization of Publications Associated with Adverse Drug Reactions from PubMed. - Travis R. Goodwin, Sanda M. Harabagiu:
Inferring the Interactions of Risk Factors from EHRs. - Denis R. Griffis, Chaitanya Shivade, Eric Fosler-Lussier, Albert M. Lai:
A Quantitative and Qualitative Evaluation of Sentence Boundary Detection for the Clinical Domain. - Daniel R. Harris, Darren W. Henderson:
i2b2t2: Unlocking Visualization for Clinical Research. - Mark L. Homer, Nathan P. Palmer, Olivier Bodenreider, Aurel Cami, Laura Chadwick, Kenneth D. Mandl:
The Drug Data to Knowledge Pipeline: Large-Scale Claims Data Classification for Pharmacologic Insight. - Sheila V. Kusnoor, Taneya Y. Koonce, Mia A. Levy, Christine Lovly, Helen Naylor, Ingrid Anderson, Christine Micheel, Sheau-Chiann Chen, Fei Ye, Nunzia B. Giuse:
My Cancer Genome: Evaluating an Educational Model to Introduce Patients and Caregivers to Precision Medicine Information. - Sujun Li, Nuno Bandeira, XiaoFeng Wang, Haixu Tang:
On the Privacy Risks of Sharing Clinical Proteomics Data. - Chen Liang, Jingchun Sun, Cui Tao:
Semantic Web Ontology and Data Integration: a Case Study in Aiding Psychiatric Drug Repurposing. - Kuo Lin, Carol Friedman, Joseph Finkelstein:
An Automated System for Retrieving Herb-drug Interaction Related Articles from MEDLINE. - Reed McEwan, Genevieve B. Melton, Benjamin C. Knoll, Yan Wang, Gretchen M. Hultman, Justin L. Dale, Tim Meyer, Serguei V. S. Pakhomov:
NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes. - Saeed Mehrabi, Yanshan Wang, Donna M. Ihrke, Hongfang Liu:
Exploring Gaps of Family History Documentation in EHR for Precision Medicine - A Case Study of Familial Hypercholesterolemia Ascertainment. - Huan Mo, Guoqian Jiang, Jennifer A. Pacheco, Richard C. Kiefer, Luke V. Rasmussen, Jyotishman Pathak, Joshua C. Denny, William K. Thompson:
A Decompositional Approach to Executing Quality Data Model Algorithms on the i2b2 Platform. - David J. Odgers, Natalie Telis, Heather Hall, Michel Dumontier:
Using LASSO Regression to Predict Rheumatoid Arthritis Treatment Efficacy. - Andrew R. Post, Akshatha K. Pai, Richard Willard, Bradley J. May, Andrew C. West, Sanjay Agravat, Stephen J. Granite, Raimond L. Winslow, David Stephens:
Metadata-driven Clinical Data Loading into i2b2 for Clinical and Translational Science Institutes. - Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Jakob Johnson, Sanjoy Dey, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra, György J. Simon:
A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications. - Kalpana Raja, Naman Dasot, Pawan Goyal, Siddhartha R. Jonnalagadda:
Towards Evidence-Based Precision Medicine: Extracting Population Information from Biomedical Text using Binary Classifiers and Syntactic Patterns. - Douglas Redd, Jinqiu Kuang, April F. Mohanty, Bruce E. Bray, Qing Zeng-Treitler:
Regular Expression-based Learning for METs Value Extraction. - Nicole A. Restrepo, Eric Farber-Eger, Dana C. Crawford:
Searching in the Dark: Phenotyping Diabetic Retinopathy in a De-Identified Electronic Medical Record Sample of African Americans. - Stanislaw Saganowski, Andrzej Misiaszek, Piotr Bródka, Anna Andreasson, Vasa Curcin, Kazimierz Fraczkowski:
TRANSFoRm eHealth Solution for Quality of Life Monitoring. - Geoffrey J. Tso, Kaeli Yuen, Susana B. Martins, Samson W. Tu, Michael Ashcraft, Paul Heidenreich, Brian B. Hoffman, Mary K. Goldstein:
Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support Systems. - Yan Wang, Elizabeth S. Chen, Ilo Leppik, Serguei V. S. Pakhomov, Indra Neil Sarkar, Genevieve B. Melton:
Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record. - Bonnie 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:
Expanding Interprofessional EHR Data in i2b2. - Anil Yaman, Shreya Chakrabarti, Anando Sen, Chunhua Weng:
How Have Cancer Clinical Trial Eligibility Criteria Evolved Over Time? - Meredith Nahm Zozus, Rachel L. Richesson, Anita Walden, Jessica D. Tenenbaum, William Edward Hammond:
Research Reproducibility in Longitudinal Multi-Center Studies Using Data from Electronic Health Records.
Podium Abstracts
- Neil Bahroos, Xiao Dong, Pinal N. Kanabar, Morris Chukhman, Kartikey Pradhan:
Analytical Toolkits for University Healthcare Consortium's Quality and Performance Dataset. - Arwen E. Bunce, Rachel Gold, James V. Davis, MaryBeth Mercer, Victoria Jaworski, Christine Nelson, Celine Hollombe:
Physician Perceptions of Performance Feedback. - Michael Cantor, Yousef Darwish:
Developing a Prioritization Schema for Matching Patients to Clinical Trials. - Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman:
Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making. - Arlene E. Chung, Sandra A. Mitchell, Rachel Osborne, Paul Baumgartner, Lauren J. Rogak, Ethan M. Basch:
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 Trials. - Lesley 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:
Design and Architecture of a Distributed Network Pragmatic Clinical Trial: The PCORnet ADAPTABLE Study. - Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny:
Calibration Drift of Clinical Prediction Models Across Modeling Methods. - Murthy V. Devarakonda:
Watson Cognitive Computing for Electronic Medical Records. - Andrew H. Felcher, David M. Mosen, Rachel Gold, Ashley B. Stoneburner, Jill Pope:
Decrease in Inappropriate Vitamin D Testing Using Clinical Decision Support (CDS) Tools. - Benjamin Alan Goldstein, Ann Marie Navar, Michael J. Pencina, John P. A. Ioannidis:
A Systematic Review of Using Electronic Heath Records to Predict Clinical Events: Assessment of Opportunities and Challenges. - Paul A. Harris, Thomas R. Campion Jr., Robert J. Taylor, Marcos Davila, Jacqueline Kirby, Deidre Phillips, Jon Scherdin:
Bridging the Big Data/Small Data Gap. - Shan He, Sidney N. Thornton:
Caregivers Access to Patient Portal: A Retrospective Descriptive Analysis. - James 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:
The Clinical Pharmacogenetics Implementation Consortium (CPIC) Term Standardization for Clinical Pharmacogenetic Test Results: Alleles and Phenotypes. - Mark Hoffman, Safeer F. Siddicky, Bimal Balakrishnan, Greg King:
3D Motion Analysis of Clinical Performance: A New Big Data Opportunity. - Pradeeban Kathiravelu, Ashish Sharma:
Data Café - A Platform For Creating Biomedical Data Lakes. - Jeffrey G. Klann, Vijay A. Raghavan, Douglas MacFadden, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy:
Comparison of Two Distributed Data Network Approaches: Democratic and Self-Governed vs. Centrally Managed. - James C. McClay, James R. Campbell, Ashok Mudgapalli, Russ Waitman:
Issues in the Capture of Patient Reported Outcomes in a Heterogeneous Research Network. - Kanika Mittal, Ann Borders, Patricia L. King, Katelynne Finnegan, Patricia Ittmann, Akihiko Noguchi, Deb Rosenberg, Abel N. Kho, Satyender Goel:
Construction & Management of a Dynamic Quality Improvement Registry Using REDCap. - Tasneem Motiwala, Zachary B. Abrams, Kelly Regan, Bobbie Kite, Gregg M. Gascon, Philip R. O. Payne:
Use of Administrative Data to Predict Risk of Liver Disease. - Justin Norden, Timothy E. Sweeney, Aleksandra Pavlovic, Euan A. Ashley, Nigam Shah, Cindy Kin, Alexander Morgan:
A Pilot Study of the Integration of a Quantified-self Wearable Device with EMR data in the Acute Postoperative Setting. - Fernanda Polubriaginof, Mary Regina Boland, Adler J. Perotte, David K. Vawdrey:
Quality of Race and Ethnicity Data in Electronic Health Records. - Eric Prud'hommeaux, Harold R. Solbrig, Deepak K. Sharma, Christopher G. Chute, Guoqian Jiang:
A Semantic Web RDF-based Approach for Modeling HL7 FHIR Profiles. - Ting Qian, Aaron J. Masino:
Identifying Subsets of "Big Data" Relevant for Hearing Loss Progression Research. - Preethi Raghavan, Siddharth Patwardhan:
Question Answering on Electronic Medical Records. - Satyajeet Raje, Zachary B. Abrams, Kevin R. Coombes, Philip R. O. Payne:
Using Karyotype Data for Automated Disease Classification: A Proof of Concept Demonstration. - Lyubov Remennik, Elaine J. Ayres, Sachi Rath:
The Human Genomic Data Solution within the NIH Biomedical Translational Research Information System (BTRIS). - Shelley A. Rusincovitch, Jeffrey S. Brown, Keith Marsolo, Jenny Ibarra, Abel N. Kho, Daniella Meeker, Lesley H. Curtis:
Iterative Design and Modeling for the PCORnet Common Data Model v3.0. - Michael G. Semanik, Meliha Yetisgen, Ari Pollack:
Identification of an Acute Kidney Injury Phenotype from Electronic Health Record Data. - Fatih Sen, Teeradache Viangteeravat, Oluwaseun J. Ajayi:
Modeling an Efficient Data Mart for High-Performance Clinical Data Analytics using Neo4j Graph Database. - Ning Shang, George Hripcsak, Patrick B. Ryan, Chunhua Weng:
The Applicability of an EHR Phenotype for Cohort Identification. - Michelle M. Smerek, Elisa Priest, Samuel T. Rosenbloom, Jon Puro, Pedro Rivera, Shelley A. Rusincovitch, Rahul Jain, Keith Marsolo:
Assessment of Factors and Approaches to Mapping Laboratory Results in PCORnet. - Justin Starren, Christopher Bethman, Federico Almaraz, Ryan Chmiel, Michael Bass, Luke V. Rasmussen:
Seamless Integration of Patient Reported Outcomes Assessments into the EHR Workflow. - Zhaonan Sun, Yu Cheng, Amos Cahan, Fei Wang, Jianying Hu:
Modelling the Progression of CKD with EMR Data: a Partially Hidden Markov Approach. - Cynthia Vitale, Leslie D. McIntosh, Anthony Juehne, Rosalia Alcoser, Aaron Addison, Bradley Evanoff:
Assessing Reproducible Research: A Common Biomedical Informatics Framework. - Kavishwar B. Wagholikar, Joshua C. Mandel, Jeffrey G. Klann, Nich Wattanasin, Michael Mendis, Christopher G. Chute, Kenneth D. Mandl, Shawn N. Murphy:
Read only SMART on FHIR Façade for I2b2. - Laura K. Wiley, Marc Beller, Julie Field, Josh F. Peterson, Joshua C. Denny:
Evaluating Physician Response to Pharmacogenomic-Guided Warfarin Dosing in an Hospitalized Population. - Kevin A. Wilson, Michael Ham:
An Informatics Approach for the Curation and Standardization of Data Elements on Multi-center Clinical Trial Networks. - W. Jim Zheng, Guocai Chen, Lam C. Tsoi, Tingting Qin, Chia-Hua Chang, Geoffrey Bartholomeusz, Hua Xu:
Developing Combination Cancer Therapy from Ontology Fingerprint Derived Gene Network.
Poster Abstracts
- Terrence J. Adam:
Pharmacist Direct Care in the Individualized Medication Assessment and Planning Model: SNOMED-CT Mapping and Gap Analysis. - Bhanu Bahl, Richard Pearse, Tenille E. Johnson:
Federated Ontology-Centric Platform for Connecting CTSA-wide Educational Courses: A Proposal. - Suzanne Bakken, Adriana Arcia, Janet Woollen:
Integrating Community-Engaged and Informatics-based Approaches for Precision Medicine Results Reporting to Urban Latinos. - Aaron N. Browne, Byron Ruth, Kevin Murphy, Jeffrey W. Pennington:
Data Model Interoperability via Standard Representation. - Joanna Brownstein, Carolyn Fu, Richie Siburian, Thomas Naughton, william Simons, Ankit Panchamia, Carl Woolf, Colette Hendricks, Seanne Falconer, Douglas MacFadden:
Scheduler: An Application for Supporting Streamlined Clinical Research Center Operations. - Amos Cahan, Sorel Cahan, James J. Cimino:
Automated Reference for Determining Generalizability of Clnical Trials Results. - Chih-Lin Chi, Wonsuk Oh, Soo Borson:
Explore Feasibility of Personalized Algorithms to Predict Long-Term Cognitive Changes and Optimize Dementia Outcomes. - Marc Ciriello, David Walend, Bhanu Bahl, william Simons, Benjamin Carmen, Douglas MacFadden, Scott Edmiston, Sabune Winkler:
Scalable Data Protection in SHRINE Networks. - Anne Cocos, Ting Qian, Aaron J. Masino:
Effectively Crowdsourcing Radiology Report Annotations. - Keith Danahey, Peter H. O'Donnell, Mark J. Ratain, Samuel L. Volchenboum, Emanuele Agolini, Kiang-Teck J. Yeo, Edward K. Leung, Yee Ming Lee:
Integration of Cytochrome P450 2D6 (CYP2D6) Gene-Drug Results into a Clinical Decision Support System. - Trushna Dave, Katherine H. Pavlovich, Jamie MacDonald, David Alge, Curtis L. Cole, Bruce Forman, Helen Kim, Niloo Sobhani, David K. Vawdrey, Thomas R. Campion Jr.:
Evaluation of a Data Sharing Workflow for Clinically Affiliated Institutions. - Frank J. Farach, Rick Geimer, Leon Rozenblit, Yan Heras:
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 Registry. - Daniel Forsyth, Anne Cocos, Aaron J. Masino:
Radiology Report Text Classification with Automatically Generated Regular Expression Pattern Features. - Daniel Fort, Timothy M. Herr, Paul Friedman, Luke V. Rasmussen, Justin Starren:
Using Collaboration Networks to Visualize Patterns in Clinical Trial Recruitment. - Carolyn Fu, Thomas Naughton, william Simons, Joanna Brownstein:
Improved Security of Protected Health Information (PHI) through Software Development Life Cycle (SDLC) Processes. - Alyssa P. Goodson, Andrew Cagan, Vivian S. Gainer, Christopher D. Herrick, Kelly Bell, Tianxi Cai, Shawn N. Murphy:
Defining a Statistically Valid Type 2 Diabetes Cohort in the Partners HealthCare EMR. - Melissa L. Habrat, James C. Oates, Jihad S. Obeid, Leslie Lenert:
Respecting Patient Research Preferences Through the Use of Electronic Research Preferences and Contact Management. - Kevin S. Hanson, Andrei Sura, Christopher P. Barnes:
RED-i Dropper: A Tool for Data Transfer and Study Enhancement in Clinical Research. - Robert D. Johnson, Matthew C. Wyatt, Geoffrey D. Gordon, James J. Cimino:
Self-Service User Provisioning in i2b2, with Training and IRB Verification. - Yael Kamil, Kym M. Boycott, Daniel Gross, Marta Gîrdea, Sergiu Dumitriu, Michael Brudno:
Integrating Rare Disease Research Patient Workflows and Deep Phenotyping into the Epic© EMR. - Krishna Kashiwala, Bhanu Bahl, Sharlini Sankaran, Marc Ciriello:
Social Network Technologies for Promotion of an Open Source Research Resources Platform. - Pradeeban Kathiravelu, Ashish Sharma:
Near Duplicate Detection for Medical Data Warehouse Construction. - Jeffrey G. Klann, Vijay A. Raghavan, Douglas MacFadden, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy:
Multi-site Data Completeness Analysis: Application to Laboratory Results in a Large Distributed Research Network. - Jejo D. Koola, Sharon E. Davis, Samuel B. Ho, Michael E. Matheny:
Using a Multilayer Self-Organizing Map for Risk Prediction in Hepatorenal Syndrome. - Ron C. Li, Daniel Z. Fang, Gomathi Krishnan, Lisa Shieh:
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 study. - King-Ip Lin, Yong Shui:
Exploring MeSH tree hierarchy for MeSH classification of articles. - Mohan K. Manchala, Lynette E. Brown, Brian E. Chapman:
Automated Recognition of Organ Sub-components for Segmentation Seeding Using Machine Learning. - Elizabeth A. Marshall, Jihad S. Obeid, Marvella E. Ford, James C. Oates, Kimberly R. Cannady, Jeffrey Korte, Melissa L. Habrat, Robert W. Warren, Leslie Lenert:
Evaluating Research Permission Disparities in an Electronic Patient Portal. - Aaron J. Masino, Daniel Forsyth, Alexander G. Fiks:
Twitter Data Collection for ADHD Adverse Drug Event Detection. - Puneet Mathur, Kim Leonard, Jeremy R. Harper, Joshua Yoder, Omkar Lele, Peter J. Embí:
Design of a Scalable and Affordable Local Research Registry Pipeline. - Brittany L. Melton, Nathan J. Graham, Russ Waitman, Mei Liu:
Use of EMRs to Identify Drugs that Induce Acute Kidney Injury. - Eneida A. Mendonça, Lisa Gress, James Van Schyndle, Deborah Yoshihara, Thomas Mish, Umberto Tachinardi:
Benefits of a Structure Pipeline for Research Data Request. - Jeffrey M. Miller, Donna Vito, Jeffrey W. Pennington:
Evolution of an mHealth Family Pedigree App. - Kevin Murphy, Jeffrey Pennington, Aaron N. Browne, Byron Ruth, Ritu Khare, LeMar Davidson, Patricia K. Morris, Levon H. Utidjian, Charles Bailey:
Clinical Data Research Network Lessons Learned. - Kenney Ng, Walter F. Stewart, Christopher deFilippi, Steven R. Steinhubl:
Data Driven Modeling of Electronic Health Record Data to Detect Pre-Diagnostic Heart Failure Subtypes in Primary Care. - Xuequn Pan, David Herion:
Developing a Knowledge Model for Clinical Research Protocols. - Lori C. Phillips, Shawn N. Murphy:
Improving i2b2 Ontology Medications Mappings with RxMix. - Sripriya Rajamani, Aaron Bieringer, Miriam H. Muscoplat:
Immunization Data Reporting Standards, Impact on Data Quality and Implications for Population Health Monitoring and Research. - Piper 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:
Pooling Mental Health Data Collected in EHRs: A Methodology for Developing an an RDoc-Based Research Repository. - Beatriz Ryan, Daniel Sorbello, Victoria Tiase, David K. Vawdrey:
Exploring Patient Safety Event Reporting Before and After Implementation of Bar Code Medication Administration. - Niloufar Safaeinili, Luke V. Rasmussen, Richard Chagnon, Jody D. Ciolino, Kathryn L. Jackson, Theresa L. Walunas, Abel N. Kho:
Data Collection Methods to Support a Multi-State Practice Care Transformation Network. - Ajay Shah, Srinivas Bolisetty, Fortino Martinez, Stacy Berger, John Meng, Gwen Sale, Jennifer Boesen, Gayle Old-Smith, Weizhong Zhu, Joyce C. Niland:
SPIRIT SpecWiz: Metadata Driven, Semantically Enhanced Collaboration Tool for Generation of Specifications for Case Report Forms. - Amitava Shee, James Estill, Brian Rafferty, John S. Brussolo:
Accelerating Clinical Informatics with Data Virtualization in the MedBus Service-Oriented Architecture. - Wei Shi, Marcelline R. Harris, Cristina Moisa, Christopher P. Fischer, Anna R. Leicht, Wei Xu:
A Novel Approach to Linked Metadata for Dataset Catalog. - Sunghwan Sohn, Young J. Juhn, Chung-Il Wi, Euijung Ryu, Hongfang Liu:
Ascertaining Asthma Predictive Index through Natural Language Processing. - Jeritt G. Thayer, Jeffrey M. Miller, Robert Grundmeier, Linda Tague:
First Do No Harm: Validating Custom Clinical Decision Support Software in the Live Electronic Health Record. - Philip Trevvett, Shawn N. Murphy, Lori C. Phillips, Bhanu Bahl:
Using Medication Terminologies NDF-RT and RxNorm for Implementing a Medications Ingredient Hierarchy in a SHRINE/i2b2 use case. - David Voccola, Beth Anderson, Leon Rozenblit, Charles Tirrell, Jason Simeone, Frank J. Farach:
NIH-Sponsored Effort to Develop an Open Source Electronic Data Capture Instrument Converter and Library of Open Source Research Instruments. - Yanshan Wang, Dingcheng Li, Stephen T. Wu, Hongfang Liu:
POS-MRF: A Part-Of-Speech Weighted Markov Random Field Model for Clinical Information Retrieval. - Meliha Yetisgen, Elena Pellicer, David R. Crosslin, Lucy Vanderwende:
Automatic Identification of Lifestyle and Environmental Factors from Social History in Clinical Text. - Meliha Yetisgen, Lucy Vanderwende, Tony Black, Sean D. Mooney, Peter Tarczy-Hornoch:
A New Way of Representing Clinical Reports for Rapid Phenotyping. - Sunmoo Yoon, Suzanne Bakken:
Mining Twitter to Explore Mechanisms of Social Support to Meet Self-Management Needs of Hispanic Dementia Caregivers. - Hanzhi Zhu, Gerardo Soto-Campos, Julianna Kohler, Prerna Patil, Tanmay Gupta, Preyanshu Gupta, Elisabeth Scheufele:
Application of Statistical Bolstering Methodology to Real World Measure Analytics.
Student Papers
- Kate Fultz Hollis:
To Share or Not to Share: Ethical Acquisition and Use of Medical Data. - Sijia Liu, Hongfang Liu, Vipin Chaudhary, Dingcheng Li:
An Infinite Mixture Model for Coreference Resolution in Clinical Notes. - Sheng Yang, Curtis Tatsuoka, Kaushik Ghosh, Nuria Lacuey Lecumberri, Samden D. Lhatoo, Satya Sanket Sahoo:
Comparative Evaluation for Brain Structural Connectivity Approaches: Towards Integrative Neuroinformatics Tool for Epilepsy Clinical Research. - Wen-wai Yim, Tyler Denman, Sharon W. Kwan, Meliha Yetisgen:
Tumor Information Extraction in Radiology Reports for Hepatocellular Carcinoma Patients.
Retraction r1
- Sarah F. Poole, Shaun J. Grannis, Nigam Shah:
Predicting Emergency Department Visits.
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