Genevieve B. Melton

Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources

Serguei V. S. Pakhomov, Genevieve B. Melton, Sungrim Moon, 2014, J. Am. Medical Informatics Assoc..

Towards a framework for developing semantic relatedness reference standards

Ted Pedersen, Christopher G. Chute, Bridget T. McInnes, 2011, J. Biomed. Informatics.

Usability Evaluation of an EHR's Clinical Notes Interface from the Perspective of Attending and Resident Physicians: An Exploratory Study

Jenna L. Marquard, Terrence Adam, Genevieve B. Melton, 2017, MedInfo.

Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice

Genevieve B. Melton, Elizabeth S. Chen, Yan Wang, 2017, AMIA.

Using ensembles of NLP engines without a common type system to improve abbreviation disambiguation

Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov, 2017, Summit on Clinical Research Informatics.

Using synthetic clinical data to train an HMM-based POS tagger

Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov, 2016, 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Patient-Specific Surgical Outcomes Assessment Using Population-Based Data Analysis: Risk Model Development

Terrence Adam, Genevieve B. Melton, Thiem Ahmad AbuSalah, 2012, AMIA.

U-path: An undirected path-based measure of semantic similarity

Ying Liu, Ted Pedersen, Bridget T. McInnes, 2014, AMIA.

Development of a Comprehensive Family Health History Information Model

Genevieve B. Melton, Elizabeth S. Chen, Indra Neil Sarkar, 2013, AMIA.

Characterizing Patient-Generated Clinical Data and Associated Implications for Electronic Health Records

Saif S. Khairat, Genevieve B. Melton, Elliot G. Arsoniadis, 2015, MedInfo.

Social and Behavioral History Information in Public Health Datasets

Genevieve B. Melton, Elizabeth S. Chen, Indra Neil Sarkar, 2012, AMIA.

Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations

Serguei V. S. Pakhomov, Genevieve B. Melton, Sungrim Moon, 2012, AMIA.

Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's Hospital

Michael Pitt, Genevieve B. Melton, Yan Wang, 2017, AMIA.

Automated identification of relevant new information in clinical narrative

Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang, 2012, IHI '12.

Automated Extraction of Family History Information from Clinical Notes

Robert Bill, Serguei V. S. Pakhomov, Genevieve B. Melton, 2014, AMIA.

Effects of time constraints on clinician-computer interaction: A study on information synthesis from EHR clinical notes

Serguei V. S. Pakhomov, Stuart M. Speedie, Oladimeji Farri, 2013, J. Biomed. Informatics.

Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics

George Hripcsak, Marianthi Markatou, Genevieve B. Melton, 2005, AMIA.

Classifying Supplement Use Status in Clinical Notes

Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang, 2017, CRI.

Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record

Zhen Hu, György J. Simon, Genevieve B. Melton, 2017, J. Biomed. Informatics.

Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia

George Hripcsak, Li Zhou, Genevieve B. Melton, 2007, Comput. Biol. Medicine.

A Qualitative Analysis of EHR Clinical Document Synthesis by Clinicians

Terrence Adam, Serguei V. S. Pakhomov, Oladimeji Farri, 2012, AMIA.

Clinicians' Perceptions of Usability of eNote

Peter D. Stetson, Suzanne Bakken, Stephen B. Johnson, 2005, AMIA.

Translating standards into practice: Experiences and lessons learned in biomedicine and health care

Genevieve B. Melton, Elizabeth S. Chen, Indra Neil Sarkar, 2012, J. Biomed. Informatics.

Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records

Reed McEwan, Terrence Adam, Serguei V. S. Pakhomov, 2018, MedInfo.

Document Ontology: Supporting Narrative Documents in Electronic Health Records

Suzanne Bakken, Stephen B. Johnson, Genevieve B. Melton, 2005, AMIA.

Predicate Argument Structure Frames for Modeling Information in Operative Notes

Serguei V. S. Pakhomov, Genevieve B. Melton, Yan Wang, 2013, MedInfo.

Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications

Zhen Hu, György J. Simon, Genevieve B. Melton, 2016, AMIA.

Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record

Serguei V. S. Pakhomov, Genevieve B. Melton, Elizabeth S. Chen, 2016, CRI.

Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders

Genevieve B. Melton, Elizabeth S. Chen, Indra Neil Sarkar, 2016, AMIA.

Comparing Existing Resources to Represent Dietary Supplements

Rui Zhang, Genevieve B. Melton, Rubina F. Rizvi, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Automated Extraction of Substance Use Information from Clinical Texts

Serguei V. S. Pakhomov, Genevieve B. Melton, Elizabeth S. Chen, 2015, AMIA.

A Review and Analysis of Rounding and Handoff Document Content in Inpatient Resident Physician Teams

Jenna L. Marquard, Michael Kim, Genevieve B. Melton, 2015, AMIA.

Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications

György J. Simon, Genevieve B. Melton, Deyu Sun, 2017, AMIA.

Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data

Zhen Hu, György J. Simon, Genevieve B. Melton, 2017, MedInfo.

A Study of Actions in Operative Notes

Serguei V. S. Pakhomov, Genevieve B. Melton, Yan Wang, 2012, AMIA.

Usability Testing of a Clinical Document Search Engine for Researchers

Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, 2017, CRI.

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

Serguei V. S. Pakhomov, Genevieve B. Melton, Elizabeth S. Chen, 2010, J. Am. Medical Informatics Assoc..

Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures

Genevieve B. Melton, Elizabeth S. Chen, Indra Neil Sarkar, 2015, AMIA.

Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources

Genevieve B. Melton, Elizabeth S. Chen, Nivedha Manohar, 2017, CRI.

Evolving Career Landscapes in Biomedical and Health Informatics

Yang Huang, Genevieve B. Melton, Rui Zhang, 2014, AMIA.

Consensus Modeling: A Transfer Learning Approach for Small Health Systems

György J. Simon, Ying Zhu, Genevieve B. Melton, 2020, AIME.

Assessing the adequacy of the HL7/LOINC Document Ontology Role axis

Genevieve B. Melton, Elizabeth S. Chen, Yan Wang, 2015, J. Am. Medical Informatics Assoc..

Evaluating Semantic Relatedness and Similarity Measures with Standardized MedDRA Queries

Ying Liu, Ted Pedersen, Robert Bill, 2012, AMIA.

Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce

György J. Simon, Ying Zhu, Genevieve B. Melton, 2020, AIME.

Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources

Genevieve B. Melton, Elizabeth S. Chen, Indra Neil Sarkar, 2017, AMIA.

Inter-patient distance metrics using SNOMED CT defining relationships

George Hripcsak, Marianthi Markatou, Simon Parsons, 2006, J. Biomed. Informatics.

Using semantic predications to uncover drug-drug interactions in clinical data

Halil Kilicoglu, Serguei V. S. Pakhomov, Marcelo Fiszman, 2014, J. Biomed. Informatics.

Analyzing Operative Note Structure in Development of a Section Header Resource

Terrence Adam, Serguei V. S. Pakhomov, Genevieve B. Melton, 2015, MedInfo.

Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases

George Hripcsak, Marianthi Markatou, Genevieve B. Melton, 2008, J. Biomed. Informatics.

Domain adaption of parsing for operative notes

Serguei V. S. Pakhomov, Genevieve B. Melton, Yan Wang, 2015, J. Biomed. Informatics.

Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record

Genevieve B. Melton, Elizabeth S. Chen, Yan Wang, 2014, AMIA.

Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences

Genevieve B. Melton, Hardeep Singh, Christine Dymek, 2019, AMIA.

Extending the HL7/LOINC Document Ontology Settings of Care

Genevieve B. Melton, Elizabeth S. Chen, Yan Wang, 2014, AMIA.

Impact of a prototype visualization tool for new information in EHR clinical documents.

Rui Zhang, Serguei V. S. Pakhomov, Oladimeji Farri, 2012, Applied clinical informatics.

Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain

Michael Pitt, Genevieve B. Melton, Michael B. Pitt, 2018, AMIA.

Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record

Serguei V. S. Pakhomov, Genevieve B. Melton, Elizabeth S. Chen, 2016, AMIA.

Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record

Genevieve B. Melton, Elizabeth S. Chen, Yan Wang, 2016, AMIA.

Application of HL7/LOINC Document Ontology to a University-Affiliated Integrated Health System Research Clinical Data Repository

Yan Wang, Serguei V. S. Pakhomov, Genevieve B. Melton, 2014, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Using Language Models to Identify Relevant New Information in Inpatient Clinical Note

Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang, 2014, AMIA.

Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation

Genevieve B. Melton, Steven J. Skube, Elizabeth S. Chen, 2017, AMIA.

Integrated Dietary Supplement Knowledge Base (iDISK)

Jiang Bian, Genevieve B. Melton, Rui Zhang, 2018 .

Multi-source development of an integrated model for family health history

Genevieve B. Melton, Elizabeth S. Chen, Yan Wang, 2015, J. Am. Medical Informatics Assoc..

Characterizing Surgical Site Infection Signals in Clinical Notes

Zhen Hu, György J. Simon, Genevieve B. Melton, 2018, MedInfo.

Corpus domain effects on distributional semantic modeling of medical terms

Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, 2016, Bioinform..

Assessing Provider-Generated Free-Text Quality in EHR-Integrated Handoff Notes

Genevieve B. Melton, Steven J. Skube, Elliot G. Arsoniadis, 2017, MedInfo.

How do physcians read electronic progress notes?

Jenna L. Marquard, Genevieve B. Melton, Gretchen M. Hultman, 2017, AMIA.

Semantic Role Labeling for Modeling Surgical Procedures in Operative Notes

Serguei V. S. Pakhomov, Genevieve B. Melton, Yan Wang, 2014, AMIA.

"My work will surely speak for itself: " Visibility, Networking, and Self Promotion in Informatics

Omolola Ogunyemi, Wendy W. Chapman, Genevieve B. Melton, 2017, AMIA.

Navigating Longitudinal Clinical Notes with an Automated Method for Detecting New Information

Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang, 2015, MedInfo.

AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems

Hongfang Liu, Hua Xu, Reed McEwan, 2017, American Medical Informatics Association Annual Symposium.

Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources

Genevieve B. Melton, Elizabeth S. Chen, Nivedha Manohar, 2017, MedInfo.

Detecting clinically relevant new information in clinical notes across specialties and settings

Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang, 2017, BMC Medical Informatics and Decision Making.

Automated detection of adverse events using natural language processing of discharge summaries.

George Hripcsak, Genevieve B. Melton, G. Hripcsak, 2005, Journal of the American Medical Informatics Association : JAMIA.

Building the evidence-base to reduce electronic health record-related clinician burden

Thomas H. Payne, Genevieve B. Melton, Hardeep Singh, 2020, J. Am. Medical Informatics Assoc..

Identifying Mentions of Life Stressors in Clinical Notes

Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, 2021, 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI).

Electronic Health Records

George Hripcsak, Clement J. McDonald, Genevieve B. Melton, 2021, Biomedical Informatics.

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals

Genevieve B. Melton, Erich Kummerfeld, Le Peng, 2021, medRxiv.

An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles pdf

Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, 2021, ArXiv.

Challenges and Practical Approaches with Word Sense Disambiguation of Acronyms and Abbreviations in the Clinical Domain

Genevieve B. Melton, Sungrim Moon, Bridget McInnes, 2015, Healthcare informatics research.

Using a Bedside Interactive Technology to Solicit and Record Pediatric Pain Reassessments: Parent and Nursing Perspectives on a Novel Workflow

Genevieve B. Melton, Gretchen M. Hultman, Michael B. Pitt, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Clinical Abbreviation Sense Inventory

Serguei V. S. Pakhomov, Genevieve B. Melton, Sungrim Moon, 2012 .

Mining Biomedical Literature to Explore Interactions between Cancer Drugs and Dietary Supplements

György J. Simon, Serguei V. S. Pakhomov, Genevieve B. Melton, 2015, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.