Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. - Hui Cao 002; Marianthi Markatou; Genevieve B. Melton; Michael F. Chiang; George Hripcsak (AMIA, 2005)

Clinicians' Perceptions of Usability of eNote. - Janet P. Haas; Suzanne Bakken; Tiffani J. Bright; Genevieve B. Melton; Peter D. Stetson; Stephen B. Johnson (AMIA, 2005)

Document Ontology: Supporting Narrative Documents in Electronic Health Records. - Jason S. Shapiro; Suzanne Bakken; Sookyung Hyun; Genevieve B. Melton; Cara Schlegel; Stephen B. Johnson (AMIA, 2005)

Research Paper: Automated Detection of Adverse Events Using Natural Language Processing of Discharge Summaries. - Genevieve B. Melton; George Hripcsak (J. Am. Medical Informatics Assoc., 2005)

Inter-patient distance metrics using SNOMED CT defining relationships. - Genevieve B. Melton; Simon Parsons; Frances P. Morrison; Adam S. Rothschild; Marianthi Markatou; George Hripcsak (J. Biomed. Informatics, 2006)

A temporal constraint structure for extracting temporal information from clinical narrative. - Li Zhou 007; Genevieve B. Melton; Simon Parsons; George Hripcsak (J. Biomed. Informatics, 2006)

Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia. - George Hripcsak; Charles Knirsch; Li Zhou 007; Adam B. Wilcox; Genevieve B. Melton (Comput. Biol. Medicine, 2007)

Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases. - Hui Cao 002; Genevieve B. Melton; Marianthi Markatou; George Hripcsak (J. Biomed. Informatics, 2008)

Case Report: Iterative Evaluation of the Health Level 7 - Logical Observation Identifiers Names and Codes Clinical Document Ontology for Representing Clinical Document Names: A Case Report. - Sookyung Hyun; Jason S. Shapiro; Genevieve B. Melton; Cara Schlegel; Peter D. Stetson; Stephen B. Johnson; Suzanne Bakken (J. Am. Medical Informatics Assoc., 2009)

Automated Identification of Synonyms in Biomedical Acronym Sense Inventories. - Genevieve B. Melton; Sungrim Moon; Bridget T. McInnes; Serguei Pakhomov (Louhi@NAACL-HLT, 2010)

Evaluation of family history information within clinical documents and adequacy of HL7 clinical statement and clinical genomics family history models for its representation: a case report. - Genevieve B. Melton; Nandhini Raman; Elizabeth S. Chen; Indra Neil Sarkar; Serguei V. S. Pakhomov; Robert D. Madoff (J. Am. Medical Informatics Assoc., 2010)

HealthTrust: trust-based retrieval of you tube's diabetes channels. - Luis Fernández-Luque; Randi Karlsen; Genevieve B. Melton (CIKM, 2011)

Using Second-order Vectors in a Knowledge-based Method for Acronym Disambiguation. - Bridget T. McInnes; Ted Pedersen; Ying Liu 042; Serguei V. S. Pakhomov; Genevieve B. Melton (CoNLL, 2011)

Towards a framework for developing semantic relatedness reference standards. - Serguei V. S. Pakhomov; Ted Pedersen; Bridget T. McInnes; Genevieve B. Melton; Alexander Ruggieri; Christopher G. Chute (J. Biomed. Informatics, 2011)

Patient-Specific Surgical Outcomes Assessment Using Population-Based Data Analysis: Risk Model Development. - Thiem Ahmad AbuSalah; Genevieve B. Melton; Terrence Adam (AMIA, 2012)

Evaluating Semantic Relatedness and Similarity Measures with Standardized MedDRA Queries. - Robert Bill; Ying Liu 042; Bridget T. McInnes; Genevieve B. Melton; Ted Pedersen; Serguei V. S. Pakhomov (AMIA, 2012)

Characterizing the Use and Contents of Free-Text Family History Comments in the Electronic Health Record. - Elizabeth S. Chen; Genevieve B. Melton; Timothy E. Burdick; Paul Rosenau; Indra Neil Sarkar (AMIA, 2012)

A Qualitative Analysis of EHR Clinical Document Synthesis by Clinicians. - Oladimeji Farri; David S. Pieczkiewicz; Ahmed Rahman; Serguei V. S. Pakhomov; Terrence Adam; Genevieve B. Melton (AMIA, 2012)

Using SemRep to Label Semantic Relations Extracted from Clinical Text. - Ying Liu 042; Robert Bill; Marcelo Fiszman; Thomas C. Rindflesch; Ted Pedersen; Genevieve B. Melton; Serguei V. S. Pakhomov (AMIA, 2012)

Social and Behavioral History Information in Public Health Datasets. - Genevieve B. Melton; Sharad Manaktala; Indra Neil Sarkar; Elizabeth S. Chen (AMIA, 2012)

Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations. - Sungrim Moon; Serguei V. S. Pakhomov; Genevieve B. Melton (AMIA, 2012)

A Study of Actions in Operative Notes. - Yan Wang 025; Serguei V. S. Pakhomov; Nora Burkart; James O. Ryan; Genevieve B. Melton (AMIA, 2012)

Automated Assessment of Medical Training Evaluation Text. - Rui Zhang 028; Serguei V. S. Pakhomov; Sophia Gladding; Michael Aylward; Emily Borman-Shoap; Genevieve B. Melton (AMIA, 2012)

Semantic relatedness study using second order co-occurrence vectors computed from biomedical corpora, UMLS and WordNet. - Ying Liu 042; Bridget T. McInnes; Ted Pedersen; Genevieve Melton-Meaux; Serguei V. S. Pakhomov (IHI, 2012)

Automated identification of relevant new information in clinical narrative. - Rui Zhang 028; Serguei V. S. Pakhomov; Genevieve B. Melton (IHI, 2012)

Translating standards into practice: Experiences and lessons learned in biomedicine and health care. - Elizabeth S. Chen; Genevieve B. Melton; Indra Neil Sarkar (J. Biomed. Informatics, 2012)

Using PharmGKB to train text mining approaches for identifying potential gene targets for pharmacogenomic studies. - Sergey V. Pakhomov; Bridget T. McInnes; J. Lamba; Y. Liu; Genevieve B. Melton; Yogita Ghodke; N. Bhise; V. Lamba; Angela K. Birnbaum (J. Biomed. Informatics, 2012)

Content Analysis of Patient-Driven Family Health History Tools. - Elizabeth W. Carter; Genevieve B. Melton; Elizabeth S. Chen (AMIA, 2013)

Development of a Comprehensive Family Health History Information Model. - Elizabeth S. Chen; Elizabeth W. Carter; Tamara Winden; Indra Neil Sarkar; Genevieve B. Melton (AMIA, 2013)

Predicate Argument Structure Frames for Modeling Information in Operative Notes. - Yan Wang 025; Serguei V. S. Pakhomov; Genevieve B. Melton (MedInfo, 2013)

Navigating Longitudinal Clinical Notes with an Automated Method for Detecting New Information. - Rui Zhang 028; Serguei V. S. Pakhomov; Janet T. Lee; Genevieve B. Melton (MedInfo, 2013)

UMLS: : Similarity: Measuring the Relatedness and Similarity of Biomedical Concepts. - Bridget T. McInnes; Ted Pedersen; Serguei V. S. Pakhomov; Ying Liu 042; Genevieve Melton-Meaux (HLT-NAACL, 2013)

Effects of time constraints on clinician-computer interaction: A study on information synthesis from EHR clinical notes. - Oladimeji Farri; Karen A. Monsen; Serguei V. S. Pakhomov; David S. Pieczkiewicz; Stuart M. Speedie; Genevieve B. Melton (J. Biomed. Informatics, 2013)

Automated Extraction of Family History Information from Clinical Notes. - Robert Bill; Serguei V. S. Pakhomov; Elizabeth S. Chen; Tamara Winden; Elizabeth W. Carter; Genevieve B. Melton (AMIA, 2014)

Examining the Use, Contents, and Quality of Free-Text Tobacco Use Documentation in the Electronic Health Record. - Elizabeth S. Chen; Elizabeth W. Carter; Indra Neil Sarkar; Tamara Winden; Genevieve B. Melton (AMIA, 2014)

U-path: An undirected path-based measure of semantic similarity. - Bridget T. McInnes; Ted Pedersen; Ying Liu 042; Genevieve B. Melton; Serguei V. S. Pakhomov (AMIA, 2014)

Extending the HL7/LOINC Document Ontology Settings of Care. - Sripriya Rajamani; Elizabeth S. Chen; Yan Wang 025; Genevieve B. Melton (AMIA, 2014)

Semantic Role Labeling for Modeling Surgical Procedures in Operative Notes. - Yan Wang 025; Serguei V. S. Pakhomov; James O. Ryan; Genevieve B. Melton (AMIA, 2014)

Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. - Tamara Winden; Elizabeth S. Chen; Elizabeth Lindemann; Yan Wang 025; Elizabeth W. Carter; Genevieve B. Melton (AMIA, 2014)

Evolving Career Landscapes in Biomedical and Health Informatics. - Rui Zhang 028; William R. Hersh; Genevieve B. Melton; Yang Huang; Laura K. Wiley; Julie Doberne; Nawanan Theera-Ampornpunt (AMIA, 2014)

Using Language Models to Identify Relevant New Information in Inpatient Clinical Note. - Rui Zhang 028; Serguei V. S. Pakhomov; Janet T. Lee; Genevieve B. Melton (AMIA, 2014)

A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources. - Sungrim Moon; Serguei V. S. Pakhomov; Nathan Liu; James O. Ryan; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2014)

A Gentle Introduction to Support Vector Machines in Biomedicine, Alexander Statnikov, Constantin F. Aliferis, Douglas P. Hardin, Isabelle Guyon. World Scientific (2013). Vols. 1(200 p.) and 2 (212 p.). - György J. Simon; Genevieve B. Melton (J. Biomed. Informatics, 2014)

Using semantic predications to uncover drug-drug interactions in clinical data. - Rui Zhang 028; Michael J. Cairelli; Marcelo Fiszman; Graciela Rosemblat; Halil Kilicoglu; Thomas C. Rindflesch; Serguei V. S. Pakhomov; Genevieve B. Melton (J. Biomed. Informatics, 2014)

A Review and Analysis of Rounding and Handoff Document Content in Inpatient Resident Physician Teams. - Elliot G. Arsoniadis; Rohini Khatri; Jenna L. Marquard; Courtney Moors; Michael Kim; Genevieve B. Melton (AMIA, 2015)

Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. - Elizabeth W. Carter; Indra Neil Sarkar; Genevieve B. Melton; Elizabeth S. Chen (AMIA, 2015)

Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma. - Elizabeth S. Chen; Genevieve B. Melton; Richard Wasserman; Paul Rosenau; Diantha B. Howard; Indra Neil Sarkar (AMIA, 2015)

Usability Testing of an Ambulatory EHR Navigator. - Gretchen M. Hultman; Elliot G. Arsoniadis; Jenna L. Marquard; Rubina F. Rizvi; Saif S. Khairat; Keri Fickau; Genevieve B. Melton (AMIA, 2015)

Automated Extraction of Substance Use Information from Clinical Texts. - Yan Wang 025; Elizabeth S. Chen; Serguei V. S. Pakhomov; Elliot G. Arsoniadis; Elizabeth W. Carter; Elizabeth Lindemann; Indra Neil Sarkar; Genevieve B. Melton (AMIA, 2015)

Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records. - Rui Zhang 028; Nivedha Manohar; Elliot G. Arsoniadis; Yan Wang 025; Terrence J. Adam; Serguei V. S. Pakhomov; Genevieve B. Melton (AMIA, 2015)

Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections. - Zhen Hu; Genevieve B. Melton; György J. Simon (ICHI, 2015)

Characterizing Patient-Generated Clinical Data and Associated Implications for Electronic Health Records. - Elliot G. Arsoniadis; Rabindra Tambyraja; Saif S. Khairat; Cyrus Jahansouz; Daren Scheppmann; Mary R. Kwaan; Gretchen M. Hultman; Genevieve B. Melton (MedInfo, 2015)

Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data. - Zhen Hu; György J. Simon; Elliot G. Arsoniadis; Yan Wang 025; Mary R. Kwaan; Genevieve B. Melton (MedInfo, 2015)

Evaluation of Herbal and Dietary Supplement Resource Term Coverage. - Nivedha Manohar; Terrence J. Adam; Serguei V. S. Pakhomov; Genevieve B. Melton; Rui Zhang 028 (MedInfo, 2015)

Analyzing Operative Note Structure in Development of a Section Header Resource. - Genevieve B. Melton; Yan Wang 025; Elliot G. Arsoniadis; Serguei V. S. Pakhomov; Terrence J. Adam; Mary R. Kwaan; David A. Rothenberger; Elizabeth S. Chen (MedInfo, 2015)

Multi-source development of an integrated model for family health history. - Elizabeth S. Chen; Elizabeth W. Carter; Tamara Winden; Indra Neil Sarkar; Yan Wang 025; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2015)

Assessing the adequacy of the HL7/LOINC Document Ontology Role axis. - Sripriya Rajamani; Elizabeth S. Chen; Mari E. Akre; Yan Wang 025; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2015)

Domain adaption of parsing for operative notes. - Yan Wang 025; Serguei Pakhomov; James O. Ryan; Genevieve B. Melton (J. Biomed. Informatics, 2015)

Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. - Ranyah Aldekhyyel; Elizabeth S. Chen; Sripriya Rajamani; Yan Wang 025; Genevieve B. Melton (AMIA, 2016)

Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders. - Elizabeth S. Chen; Genevieve B. Melton; Mark Howison; Erik Knoll; Ashley S. Lee; Indra Neil Sarkar (AMIA, 2016)

Automated De-Identification of Distributional Semantic Models. - Gregory P. Finley; Serguei V. S. Pakhomov; Genevieve B. Melton (AMIA, 2016)

Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data. - Gregory P. Finley; Serguei V. S. Pakhomov; Reed McEwan; Genevieve B. Melton (AMIA, 2016)

Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications. - Zhen Hu; Genevieve B. Melton; Nathan D. Moeller; Elliot G. Arsoniadis; Yan Wang 025; Mary R. Kwaan; Eric Jensen; György J. Simon (AMIA, 2016)

Does Section Order Affect Physicians' Experiences Reviewing Ambulatory Progress Notes? - Gretchen M. Hultman; Jenna L. Marquard; Osadebamwen Ighile; Oladimeji Farri; Elizabeth Lindemann; Elliot G. Arsoniadis; Serguei V. S. Pakhomov; Genevieve B. Melton (AMIA, 2016)

Validating the Occupational Data for Health Model: An Analysis of Occupational Information in Reports, Standards, Surveys, and Measures. - Sripriya Rajamani; Elizabeth S. Chen; Ranyah Aldekhyyel; Yan Wang 025; Genevieve B. Melton (AMIA, 2016)

Family History by Other Names: A Preliminary Comparison of Structured and Free-Text Sources in the Electronic Health Record. - Paul T. Rosenau; Diantha B. Howard; Genevieve B. Melton; Elizabeth S. Chen (AMIA, 2016)

Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. - Yan Wang 025; Elizabeth S. Chen; Serguei V. S. Pakhomov; Elizabeth Lindemann; Genevieve B. Melton (AMIA, 2016)

Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys. - Tamara J. Winden; Elizabeth S. Chen; Genevieve B. Melton (AMIA, 2016)

Using synthetic clinical data to train an HMM-based POS tagger. - Benjamin C. Knoll; Genevieve B. Melton; Hongfang Liu; Hua Xu 001; Serguei V. S. Pakhomov (BHI, 2016)

NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes. - Reed McEwan; Genevieve B. Melton; Benjamin C. Knoll; Yan Wang 025; Gretchen M. Hultman; Justin L. Dale; Tim Meyer; Serguei V. S. Pakhomov (CRI, 2016)

Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record. - Yan Wang 025; Elizabeth S. Chen; Ilo Leppik; Serguei V. S. Pakhomov; Indra Neil Sarkar; Genevieve B. Melton (CRI, 2016)

Usability Testing of Two Ambulatory EHR Navigators. - Gretchen M. Hultman; Jenna L. Marquard; Elliot G. Arsoniadis; Pamela Mink; Rubina F. Rizvi; Tim Ramer; Saif Khairat; Keri Fickau; Genevieve B. Melton (Appl. Clin. Inform., 2016)

Corpus domain effects on distributional semantic modeling of medical terms. - Serguei V. S. Pakhomov; Gregory P. Finley; Reed McEwan; Yan Wang 025; Genevieve B. Melton (Bioinform., 2016)

A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians. - Rubina F. Rizvi; Kathleen A. Harder; Gretchen M. Hultman; Terrence J. Adam; Michael Kim; Serguei V. S. Pakhomov; Genevieve B. Melton (Int. J. Medical Informatics, 2016)

Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's Hospital. - Ranyah Aldekhyyel; Michael Pitt; Yan Wang 025; Genevieve B. Melton (AMIA, 2017)

"My work will surely speak for itself: " Visibility, Networking, and Self Promotion in Informatics. - Wendy W. Chapman; Murielle S. Beene; Omolola Ogunyemi; Genevieve B. Melton; Laura K. Wiley (AMIA, 2017)

AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems. - Gregory P. Finley; Benjamin C. Knoll; Reed McEwan; Genevieve B. Melton; Hongfang Liu; Hua Xu 001; Serguei V. S. Pakhomov (AMIA, 2017)

How do physcians read electronic progress notes? - Gretchen M. Hultman; Jenna L. Marquard; Swaminathan Kandaswamy; Elizabeth A. Lindemann; Genevieve B. Melton (AMIA, 2017)

Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources. - Ashley S. Lee; Indra Neil Sarkar; Genevieve B. Melton; Yuanqing Liu; Vivekanand Sharma; Elizabeth S. Chen (AMIA, 2017)

Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. - Elizabeth A. Lindemann; Elizabeth S. Chen; Yan Wang 025; Steven J. Skube; Genevieve B. Melton (AMIA, 2017)

Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications. - Deyu Sun; György J. Simon; Steven J. Skube; Anne H. Blaes; Genevieve B. Melton; Rui Zhang 028 (AMIA, 2017)

Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. - Tamara J. Winden; Elizabeth S. Chen; Yan Wang 025; Elizabeth A. Lindemann; Genevieve B. Melton (AMIA, 2017)

Classifying Supplement Use Status in Clinical Notes. - Yadan Fan; Lu He; Serguei V. S. Pakhomov; Genevieve B. Melton; Rui Zhang 028 (CRI, 2017)

Using ensembles of NLP engines without a common type system to improve abbreviation disambiguation. - Gregory P. Finley; Benjamin C. Knoll; Hongfang Liu; Hua Xu 001; Genevieve B. Melton; Serguei V. S. Pakhomov (CRI, 2017)

Usability Testing of a Clinical Document Search Engine for Researchers. - Gretchen M. Hultman; Reed McEwan; Serguei V. S. Pakhomov; Steven J. Skube; Genevieve B. Melton (CRI, 2017)

Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources. - Elizabeth A. Lindemann; Elizabeth S. Chen; Sripriya Rajamani; Nivedha Manohar; Yan Wang 025; Genevieve B. Melton (CRI, 2017)

A Study on Phenotyping and Visualizing Black Box Warnings of Antineoplastic Breast Cancer Medications. - Deyu Sun; Gopal Sarda; Steven J. Skube; Anne H. Blaes; Rui Zhang 028; Genevieve B. Melton (CRI, 2017)

Assessing Provider-Generated Free-Text Quality in EHR-Integrated Handoff Notes. - Elliot G. Arsoniadis; Steven J. Skube; Treva M. Bjerke; Bryan Jarabek; Genevieve B. Melton (MedInfo, 2017)

Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records. - Yadan Fan; Terrence J. Adam; Reed McEwan; Serguei V. S. Pakhomov; Genevieve B. Melton; Rui Zhang 028 (MedInfo, 2017)

Usability Evaluation of NLP-PIER: A Clinical Document Search Engine for Researchers. - Gretchen M. Hultman; Reed McEwan; Serguei Pakhomov; Elizabeth Lindemann; Steven J. Skube; Genevieve B. Melton (MedInfo, 2017)

Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources. - Elizabeth A. Lindemann; Elizabeth S. Chen; Sripriya Rajamani; Nivedha Manohar; Yan Wang 025; Genevieve B. Melton (MedInfo, 2017)

Usability Evaluation of an EHR's Clinical Notes Interface from the Perspective of Attending and Resident Physicians: An Exploratory Study. - Rubina F. Rizvi; Jenna L. Marquard; Marcus A. Seywerd; Terrence J. Adam; Jed T. Elison; Gretchen M. Hultman; Kathleen A. Harder; Genevieve B. Melton (MedInfo, 2017)

Characterizing Surgical Site Infection Signals in Clinical Notes. - Steven J. Skube; Zhen Hu; Elliot G. Arsoniadis; György J. Simon; Elizabeth C. Wick; Clifford Y. Ko; Genevieve B. Melton (MedInfo, 2017)

Phenotyping and Visualizing Infusion-Related Reactions for Breast Cancer Patients. - Deyu Sun; Gopal Sarda; Steven J. Skube; Anne H. Blaes; Saif S. Khairat; Genevieve B. Melton; Rui Zhang 028 (MedInfo, 2017)

Usability Evaluation of Electronic Health Record System around Clinical Notes Usage-An Ethnographic Study. - Rubina F. Rizvi; Jenna L. Marquard; Gretchen M. Hultman; Terrence Adam; Kathleen A. Harder; Genevieve B. Melton (Appl. Clin. Inform., 2017)

Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record. - Zhen Hu; Genevieve B. Melton; Elliot G. Arsoniadis; Yan Wang 025; Mary R. Kwaan; György J. Simon (J. Biomed. Informatics, 2017)

Detecting clinically relevant new information in clinical notes across specialties and settings. - Rui Zhang 028; Serguei V. S. Pakhomov; Elliot G. Arsoniadis; Janet T. Lee; Yan Wang 025; Genevieve B. Melton (BMC Medical Informatics Decis. Mak., 2017)

Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain. - Raniah Aldekhyyel; Michael Pitt; Bruce Lindgren; Genevieve B. Melton (AMIA, 2018)

Representation of occupational information across resources and validation of the occupational data for health model. - Sripriya Rajamani; Elizabeth S. Chen; Elizabeth Lindemann; Ranyah Aldekhyyel; Yan Wang 025; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2018)

Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences. - Christine Dymek; Thomas H. Payne; Genevieve B. Melton; Hardeep Singh (AMIA, 2019)

Resident-Physician Preferences for Electronic Handoff Note Content: Implications for Implementation of a System-Wide Electronic Health Record-Integrated Handoff Tool. - Elliot G. Arsoniadis; Rohini Khatri Olsen; Steven J. Skube; Jenna L. Marquard; Genevieve B. Melton (MedInfo, 2019)

Electronic Progress Note Reading Patterns: An Eye Tracking Analysis. - Gretchen M. Hultman; Jenna L. Marquard; Swaminathan Kandaswamy; Elizabeth A. Lindemann; Serguei Pakhomov; Genevieve B. Melton (MedInfo, 2019)

Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation. - Benjamin C. Knoll; Elizabeth A. Lindemann; Arian L. Albert; Genevieve B. Melton; Serguei V. S. Pakhomov (MedInfo, 2019)

Named Entity Recognition in Prehospital Trauma Care. - Greg M. Silverman; Elizabeth A. Lindemann; Geetanjali Rajamani; Raymond L. Finzel; Reed McEwan; Benjamin C. Knoll; Serguei Pakhomov; Genevieve B. Melton; Christopher J. Tignanelli (MedInfo, 2019)

The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. - Roshan Tourani; Dennis H. Murphree; Genevieve Melton-Meaux; Elizabeth C. Wick; Daryl J. Kor; György J. Simon (MedInfo, 2019)

The Impact of Patient Interactive Systems on the Management of Pain in an Inpatient Hospital Setting: A Systematic Review. - Ranyah Aldekhyyel; Caitlin J. Bakker; Michael Pitt; Genevieve B. Melton (Appl. Clin. Inform., 2019)

Challenges and Opportunities to Improve the Clinician Experience Reviewing Electronic Progress Notes. - Gretchen M. Hultman; Jenna L. Marquard; Elizabeth Lindemann; Elliot G. Arsoniadis; Serguei Pakhomov; Genevieve B. Melton (Appl. Clin. Inform., 2019)

Consensus Modeling: A Transfer Learning Approach for Small Health Systems. - Roshan Tourani; Dennis H. Murphree; Ying Zhu; Adam Sheka; Genevieve B. Melton; Daryl J. Kor; György J. Simon (AIME, 2020)

Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. - Ying Zhu; Roshan Tourani; Adam Sheka; Elizabeth C. Wick; Genevieve B. Melton; György J. Simon (AIME, 2020)

Rapid implementation of a COVID-19 remote patient monitoring program. - Tucker Annis; Susan Pleasants; Gretchen M. Hultman; Elizabeth Lindemann; Joshua A. Thompson; Stephanie Billecke; Sameer Badlani; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2020)

iDISK: the integrated DIetary Supplements Knowledge base. - Rubina F. Rizvi; Jake Vasilakes; Terrence J. Adam; Genevieve B. Melton; Jeffrey R. Bishop; Jiang Bian 001; Cui Tao; Rui Zhang 028 (J. Am. Medical Informatics Assoc., 2020)

Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults. - Jianqiu Zhang; Paul E. Drawz; Ying Zhu; Gretchen M. Hultman; György J. Simon; Genevieve B. Melton (AMIA, 2021)

Identifying Mentions of Life Stressors in Clinical Notes. - Shreya Datar; Elizabeth A. Lindemann; Greg M. Silverman; Reed McEwan; Raymond L. Finzel; Michael E. Kotlyar; Genevieve B. Melton; Serguei V. S. Pakhomov (ICHI, 2021)

Implementation and Analysis of an Institution-Wide EHR-Integrated Handoff Note. - Elliot G. Arsoniadis; Cyrus Jahansouz; Rohini Khatri Olsen; Steven J. Skube; Jenna L. Marquard; Michael Kim; Treva M. Bjerke; Therese Kaun; Genevieve B. Melton (MedInfo, 2021)

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. - Ju Sun; Le Peng; Taihui Li; Dyah Adila; Zach Zaiman; Genevieve B. Melton; Nicholas Ingraham; Eric Murray; Daniel Boley; Sean Switzer; John L. Burns; Kun Huang; et al. (CoRR, 2021)

An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. - Greg M. Silverman; Raymond L. Finzel; Michael V. Heinz; Jake Vasilakes; Jacob C. Solinsky; Reed McEwan; Benjamin C. Knoll; Christopher J. Tignanelli; Hongfang Liu; Hua Xu 001; Xiaoqian Jiang; Genevieve B. Melton; et al. (CoRR, 2021)

NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models. - Greg M. Silverman; Himanshu S. Sahoo; Nicholas Ingraham; Monica Lupei; Michael A. Puskarich; Michael Usher; James Dries; Raymond L. Finzel; Eric Murray; John Sartori; György J. Simon; Rui Zhang 028; et al. (J. Artif. Intell. Res., 2021)

Building the evidence-base to reduce electronic health record-related clinician burden. - Christine Dymek; Bryan Kim; Genevieve B. Melton; Thomas H. Payne; Hardeep Singh; Chun-Ju Hsiao (J. Am. Medical Informatics Assoc., 2021)

Strategies for building robust prediction models using data unavailable at prediction time. - Haoyu Yang; Roshan Tourani; Ying Zhu; Vipin Kumar 001; Genevieve B. Melton; Michael S. Steinbach; György J. Simon (J. Am. Medical Informatics Assoc., 2021)

Semi-automated Clinical Content Curation of COVID-19 Chatbot Remote Patient Monitoring Solution. - Tanya E. Melnik; Joshua A. Thompson; Jake Vasilakes; Tucker Annis; Sicheng Zhou; Dalton Schutte; Genevieve Melton-Meaux; Susan Pleasants; Rui Zhang 028 (AMIA, 2022)

Research Patient Data Repositories: Perspectives from JAMIA Special Issue Editors on the Next Generation of Multi-Institutional Data Sharing. - Genevieve Melton-Meaux; Leslie Lenert; Michael J. Becich; Shawn N. Murphy; Thomas R. Campion Jr. (AMIA, 2022)

Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR. - Jianqiu Zhang; Erich Kummerfeld; Gretchen M. Hultman; Paul E. Drawz; Terrence Adams; György J. Simon; Genevieve B. Melton (AMIA, 2022)

MTAP - A Distributed Framework for NLP Pipelines. - Benjamin C. Knoll; Reed McEwan; Raymond L. Finzel; Greg M. Silverman; Rui Zhang 028; Serguei V. S. Pakhomov; Genevieve B. Melton (ICHI, 2022)

Do electronic health record systems "dumb down" clinicians? - Genevieve B. Melton; James J. Cimino; Christoph U. Lehmann; Patricia Sengstack; Joshua C. Smith; William M. Tierney; Randolph A. Miller (J. Am. Medical Informatics Assoc., 2022)

Research data warehouse best practices: catalyzing national data sharing through informatics innovation. - Shawn N. Murphy; Shyam Visweswaran; Michael J. Becich; Thomas R. Campion Jr.; Boyd M. Knosp; Genevieve Melton-Meaux; Leslie A. Lenert (J. Am. Medical Informatics Assoc., 2022)

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. - Le Peng; Gaoxiang Luo; Andrew Walker; Zachary Zaiman; Emma K. Jones; Hemant Gupta; Kristopher Kersten; John L. Burns; Christopher A. Harle; Tanja Magoc; Benjamin Shickel; Scott D. Steenburg; et al. (J. Am. Medical Informatics Assoc., 2022)

Development and Usability Evaluation of an Opioid Management App. - Sagar Deshpande; Melissa Gunderson; Geetanjali Rajamani; Suhyun Park; Molly Diethelm; Jenna L. Marquard; Genevieve B. Melton; Rubina F. Rizvi (MedInfo, 2023)

Advanced Care Planning Content Encoding with Natural Language Processing. - Benjamin C. Knoll; Melissa Gunderson; Geetanjali Rajamani; Elizabeth C. Wick; Alexis Colley; Elizabeth Lindemann; Rubina F. Rizvi; Molly Diethelm; Gretchen M. Hultman; Logan Pierce; Rui Zhang 028; Genevieve B. Melton (MedInfo, 2023)

Post-Implementation Outcomes of a Remote Patient Monitoring Program After Emergency Department Discharge. - Eric W. Maurer; Terrence Adam; Lynn E. Eberly; Ahmed Alsharit; Stephanie Billecke; Tucker Annis; Sameer Badlani; Susan Pleasants; Genevieve B. Melton (MedInfo, 2023)

Evolving Interoperability Across a State Public Health Immunization Registry and Electronic Health Records. - Sripriya Rajamani; Naomi Jiter; Maureen Leeds; Miriam H. Muscoplat; Katie White; Aaron Bieringer; Genevieve B. Melton (MedInfo, 2023)

Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes. - Piper Ranallo; Bronwyn Southwell; Christopher J. Tignanelli; Steven G. Johnson; Richard Krueger; Tess Sevareid-Groth; Adam Carvel; Genevieve B. Melton (MedInfo, 2023)

A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients. - Greg M. Silverman; Geetanjali Rajamani; Nicholas E. Ingraham; James K. Glover; Himanshu S. Sahoo; Michael Usher; Rui Zhang 028; Farha Ikramuddin; Tanya E. Melnik; Genevieve B. Melton; Christopher J. Tignanelli (MedInfo, 2023)

Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge. - Jianqiu Zhang; Paul E. Drawz; György J. Simon; Terrence J. Adam; Genevieve B. Melton (MedInfo, 2023)

Consensus modeling: Safer transfer learning for small health systems. - Roshan Tourani; Dennis H. Murphree; Adam Sheka; Genevieve B. Melton; Daryl J. Kor; György J. Simon (Artif. Intell. Medicine, 2024)

Interpretable Differential Diagnosis with Dual-Inference Large Language Models. - Shuang Zhou 012; Sirui Ding; Jiashuo Wang; Mingquan Lin; Genevieve B. Melton; Rui Zhang 028 (CoRR, 2024)

Large Language Models for Disease Diagnosis: A Scoping Review. - Shuang Zhou 012; Zidu Xu; Mian Zhang; Chunpu Xu; Yawen Guo; Zaifu Zhan; Sirui Ding; Jiashuo Wang; Kaishuai Xu; Yi Fang; Liqiao Xia; Jeremy Yeung; et al. (CoRR, 2024)

Opportunities for the informatics community to advance learning health systems. - Melissa Gunderson; Peter J. Embí; Charles P. Friedman; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2025)

Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis. - Shuang Zhou 012; Jiashuo Wang; Zidu Xu; Song Wang 013; David Brauer; Lindsay Welton; Jacob Cogan; Yuen-Hei Chung; Lei Tian; Zaifu Zhan; Yu Hou; Mingquan Lin; et al. (CoRR, 2025)

Combining self-supervision and privileged information for representation learning from tabular data. - Haoyu Yang; Michael S. Steinbach; Genevieve B. Melton; Vipin Kumar 001; György J. Simon (Knowl. Inf. Syst., 2025)