Genevieve B. Melton
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
55
Venues
5
Active years
2005–2024
Best venue rank
A*
Where they publish
Papers
55 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICDM | Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data. | Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, Gyrgy J. Simon |
| 2022 | AMIA | 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, Gyrgy J. Simon, Genevieve B. Melton |
| 2021 | AMIA | 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, Gyrgy J. Simon, Genevieve B. Melton |
| 2020 | AIME | 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, Gyrgy J. Simon |
| 2020 | AIME | 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, Gyrgy J. Simon |
| 2019 | AMIA | Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences. | Christine Dymek, Thomas H. Payne, Genevieve B. Melton, Hardeep Singh |
| 2018 | AMIA | Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain. | Raniah Aldekhyyel, Michael Pitt, Bruce Lindgren, Genevieve B. Melton |
| 2017 | AMIA | 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, Genevieve B. Melton |
| 2017 | AMIA | "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 |
| 2017 | AMIA | 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, Serguei V. S. Pakhomov |
| 2017 | AMIA | How do physcians read electronic progress notes? | Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Genevieve B. Melton |
| 2017 | AMIA | 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 |
| 2017 | AMIA | Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. | Elizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton |
| 2017 | AMIA | Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications. | Deyu Sun, Gyrgy J. Simon, Steven J. Skube, Anne H. Blaes, Genevieve B. Melton, Rui Zhang |
| 2017 | AMIA | Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. | Tamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton |
| 2016 | AMIA | Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. | Ranyah Aldekhyyel, Elizabeth S. Chen, Sripriya Rajamani, Yan Wang, Genevieve B. Melton |
| 2016 | AMIA | 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 |
| 2016 | AMIA | Automated De-Identification of Distributional Semantic Models. | Gregory P. Finley, Serguei V. S. Pakhomov, Genevieve B. Melton |
| 2016 | AMIA | Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data. | Gregory P. Finley, Serguei V. S. Pakhomov, Reed McEwan, Genevieve B. Melton |
| 2016 | AMIA | 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 |
| 2016 | AMIA | 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, Mary R. Kwaan, Eric Jensen, Gyrgy J. Simon |
| 2016 | AMIA | 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, Genevieve B. Melton |
| 2016 | AMIA | 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 |
| 2016 | AMIA | Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. | Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elizabeth Lindemann, Genevieve B. Melton |
| 2016 | AMIA | 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 |
| 2015 | AMIA | 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 |
| 2015 | AMIA | Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. | Elizabeth W. Carter, Indra Neil Sarkar, Genevieve B. Melton, Elizabeth S. Chen |
| 2015 | AMIA | 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 |
| 2015 | AMIA | 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 |
| 2015 | AMIA | Automated Extraction of Substance Use Information from Clinical Texts. | Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Elizabeth W. Carter, Elizabeth Lindemann, Indra Neil Sarkar, Genevieve B. Melton |
| 2015 | AMIA | Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records. | Rui Zhang, Nivedha Manohar, Elliot G. Arsoniadis, Yan Wang, Terrence J. Adam, Serguei V. S. Pakhomov, Genevieve B. Melton |
| 2014 | AMIA | 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 |
| 2014 | AMIA | 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 |
| 2014 | AMIA | U-path: An undirected path-based measure of semantic similarity. | Bridget T. McInnes, Ted Pedersen, Ying Liu, Genevieve B. Melton, Serguei V. S. Pakhomov |
| 2014 | AMIA | Extending the HL7/LOINC Document Ontology Settings of Care. | Sripriya Rajamani, Elizabeth S. Chen, Yan Wang, Genevieve B. Melton |
| 2014 | AMIA | Semantic Role Labeling for Modeling Surgical Procedures in Operative Notes. | Yan Wang, Serguei V. S. Pakhomov, James O. Ryan, Genevieve B. Melton |
| 2014 | AMIA | Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. | Tamara Winden, Elizabeth S. Chen, Elizabeth Lindemann, Yan Wang, Elizabeth W. Carter, Genevieve B. Melton |
| 2014 | AMIA | Evolving Career Landscapes in Biomedical and Health Informatics. | Rui Zhang, William R. Hersh, Genevieve B. Melton, Yang Huang, Laura K. Wiley, Julie Doberne, Nawanan Theera-Ampornpunt |
| 2014 | AMIA | Using Language Models to Identify Relevant New Information in Inpatient Clinical Note. | Rui Zhang, Serguei V. S. Pakhomov, Janet T. Lee, Genevieve B. Melton |
| 2013 | AMIA | Content Analysis of Patient-Driven Family Health History Tools. | Elizabeth W. Carter, Genevieve B. Melton, Elizabeth S. Chen |
| 2013 | AMIA | Development of a Comprehensive Family Health History Information Model. | Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Genevieve B. Melton |
| 2012 | AMIA | Patient-Specific Surgical Outcomes Assessment Using Population-Based Data Analysis: Risk Model Development. | Thiem Ahmad AbuSalah, Genevieve B. Melton, Terrence Adam |
| 2012 | AMIA | Evaluating Semantic Relatedness and Similarity Measures with Standardized MedDRA Queries. | Robert Bill, Ying Liu, Bridget T. McInnes, Genevieve B. Melton, Ted Pedersen, Serguei V. S. Pakhomov |
| 2012 | AMIA | 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 |
| 2012 | AMIA | 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 |
| 2012 | AMIA | Using SemRep to Label Semantic Relations Extracted from Clinical Text. | Ying Liu, Robert Bill, Marcelo Fiszman, Thomas C. Rindflesch, Ted Pedersen, Genevieve B. Melton, Serguei V. S. Pakhomov |
| 2012 | AMIA | Social and Behavioral History Information in Public Health Datasets. | Genevieve B. Melton, Sharad Manaktala, Indra Neil Sarkar, Elizabeth S. Chen |
| 2012 | AMIA | Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations. | Sungrim Moon, Serguei V. S. Pakhomov, Genevieve B. Melton |
| 2012 | AMIA | A Study of Actions in Operative Notes. | Yan Wang, Serguei V. S. Pakhomov, Nora Burkart, James O. Ryan, Genevieve B. Melton |
| 2012 | AMIA | Automated Assessment of Medical Training Evaluation Text. | Rui Zhang, Serguei V. S. Pakhomov, Sophia Gladding, Michael Aylward, Emily Borman-Shoap, Genevieve B. Melton |
| 2011 | CIKM | HealthTrust: trust-based retrieval of you tube's diabetes channels. | Luis Fernndez-Luque, Randi Karlsen, Genevieve B. Melton |
| 2011 | CoNLL | Using Second-order Vectors in a Knowledge-based Method for Acronym Disambiguation. | Bridget T. McInnes, Ted Pedersen, Ying Liu, Serguei V. S. Pakhomov, Genevieve B. Melton |
| 2005 | AMIA | Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. | Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak |
| 2005 | AMIA | Clinicians' Perceptions of Usability of eNote. | Janet P. Haas, Suzanne Bakken, Tiffani J. Bright, Genevieve B. Melton, Peter D. Stetson, Stephen B. Johnson |
| 2005 | AMIA | Document Ontology: Supporting Narrative Documents in Electronic Health Records. | Jason S. Shapiro, Suzanne Bakken, Sookyung Hyun, Genevieve B. Melton, Cara Schlegel, Stephen B. Johnson |