Genevieve B. Melton
Orcid: 0000-0001-5193-1663Affiliations:
- University of Minnesota, Duluth, MN, USA
According to our database1,
Genevieve B. Melton
authored at least 137 papers
between 2005 and 2025.
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Bibliography
2025
J. Am. Medical Informatics Assoc., 2025
2024
CoRR, 2024
Artif. Intell. Medicine, 2024
2023
Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Evolving Interoperability Across a State Public Health Immunization Registry and Electronic Health Records.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Post-Implementation Outcomes of a Remote Patient Monitoring Program After Emergency Department Discharge.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
2022
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
J. Am. Medical Informatics Assoc., 2022
Research data warehouse best practices: catalyzing national data sharing through informatics innovation.
J. Am. Medical Informatics Assoc., 2022
J. Am. Medical Informatics Assoc., 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR.
Proceedings of the AMIA 2022, 2022
Research Patient Data Repositories: Perspectives from JAMIA Special Issue Editors on the Next Generation of Multi-Institutional Data Sharing.
Proceedings of the AMIA 2022, 2022
Semi-automated Clinical Content Curation of COVID-19 Chatbot Remote Patient Monitoring Solution.
Proceedings of the AMIA 2022, 2022
2021
Strategies for building robust prediction models using data unavailable at prediction time.
J. Am. Medical Informatics Assoc., 2021
Building the evidence-base to reduce electronic health record-related clinician burden.
J. Am. Medical Informatics Assoc., 2021
NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models.
J. Artif. Intell. Res., 2021
An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles.
CoRR, 2021
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals.
CoRR, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce.
Proceedings of the Artificial Intelligence in Medicine, 2020
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Challenges and Opportunities to Improve the Clinician Experience Reviewing Electronic Progress Notes.
Appl. Clin. Inform., 2019
The Impact of Patient Interactive Systems on the Management of Pain in an Inpatient Hospital Setting: A Systematic Review.
Appl. Clin. Inform., 2019
The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Resident-Physician Preferences for Electronic Handoff Note Content: Implications for Implementation of a System-Wide Electronic Health Record-Integrated Handoff Tool.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the AMIA 2019, 2019
2018
Representation of occupational information across resources and validation of the occupational data for health model.
J. Am. Medical Informatics Assoc., 2018
Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain.
Proceedings of the AMIA 2018, 2018
2017
Detecting clinically relevant new information in clinical notes across specialties and settings.
BMC Medical Informatics Decis. Mak., 2017
Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record.
J. Biomed. Informatics, 2017
Usability Evaluation of Electronic Health Record System around Clinical Notes Usage-An Ethnographic Study.
Appl. Clin. Inform., 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Usability Evaluation of an EHR's Clinical Notes Interface from the Perspective of Attending and Resident Physicians: An Exploratory Study.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
A Study on Phenotyping and Visualizing Black Box Warnings of Antineoplastic Breast Cancer Medications.
Proceedings of the Summit on Clinical Research Informatics, 2017
Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Using ensembles of NLP engines without a common type system to improve abbreviation disambiguation.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice.
Proceedings of the AMIA 2017, 2017
Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications.
Proceedings of the AMIA 2017, 2017
Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation.
Proceedings of the AMIA 2017, 2017
Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
"My work will surely speak for itself: " Visibility, Networking, and Self Promotion in Informatics.
Proceedings of the AMIA 2017, 2017
Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's Hospital.
Proceedings of the AMIA 2017, 2017
2016
A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians.
Int. J. Medical Informatics, 2016
Bioinform., 2016
Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record.
Proceedings of the Summit on Clinical Research Informatics, 2016
NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes.
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys.
Proceedings of the AMIA 2016, 2016
Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record.
Proceedings of the AMIA 2016, 2016
Family History by Other Names: A Preliminary Comparison of Structured and Free-Text Sources in the Electronic Health Record.
Proceedings of the AMIA 2016, 2016
Validating the Occupational Data for Health Model: An Analysis of Occupational Information in Reports, Standards, Surveys, and Measures.
Proceedings of the AMIA 2016, 2016
Does Section Order Affect Physicians' Experiences Reviewing Ambulatory Progress Notes?
Proceedings of the AMIA 2016, 2016
Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications.
Proceedings of the AMIA 2016, 2016
Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders.
Proceedings of the AMIA 2016, 2016
Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record.
Proceedings of the AMIA 2016, 2016
2015
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Characterizing Patient-Generated Clinical Data and Associated Implications for Electronic Health Records.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma.
Proceedings of the AMIA 2015, 2015
Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures.
Proceedings of the AMIA 2015, 2015
A Review and Analysis of Rounding and Handoff Document Content in Inpatient Resident Physician Teams.
Proceedings of the AMIA 2015, 2015
2014
J. Biomed. Informatics, 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.).
J. Biomed. Informatics, 2014
A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources.
J. Am. Medical Informatics Assoc., 2014
Using Language Models to Identify Relevant New Information in Inpatient Clinical Note.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Examining the Use, Contents, and Quality of Free-Text Tobacco Use Documentation in the Electronic Health Record.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Effects of time constraints on clinician-computer interaction: A study on information synthesis from EHR clinical notes.
J. Biomed. Informatics, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Navigating Longitudinal Clinical Notes with an Automated Method for Detecting New Information.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
2012
Using PharmGKB to train text mining approaches for identifying potential gene targets for pharmacogenomic studies.
J. Biomed. Informatics, 2012
Translating standards into practice: Experiences and lessons learned in biomedicine and health care.
J. Biomed. Informatics, 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
Semantic relatedness study using second order co-occurrence vectors computed from biomedical corpora, UMLS and WordNet.
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the AMIA 2012, 2012
Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations.
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Characterizing the Use and Contents of Free-Text Family History Comments in the Electronic Health Record.
Proceedings of the AMIA 2012, 2012
Evaluating Semantic Relatedness and Similarity Measures with Standardized MedDRA Queries.
Proceedings of the AMIA 2012, 2012
Patient-Specific Surgical Outcomes Assessment Using Population-Based Data Analysis: Risk Model Development.
Proceedings of the AMIA 2012, 2012
2011
J. Biomed. Informatics, 2011
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
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.
J. Am. Medical Informatics Assoc., 2010
Proceedings of the Second Louhi Workshop on Text and Data Mining of Health Documents, 2010
2009
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.
J. Am. Medical Informatics Assoc., 2009
2008
Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases.
J. Biomed. Informatics, 2008
2007
Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia.
Comput. Biol. Medicine, 2007
2006
A temporal constraint structure for extracting temporal information from clinical narrative.
J. Biomed. Informatics, 2006
J. Biomed. Informatics, 2006
2005
Research Paper: Automated Detection of Adverse Events Using Natural Language Processing of Discharge Summaries.
J. Am. Medical Informatics Assoc., 2005
Proceedings of the AMIA 2005, 2005
Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics.
Proceedings of the AMIA 2005, 2005