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ORCIDGenevieve B. Melton
Genevieve Melton-Meaux
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- affiliation: University of Minnesota, Duluth, MN, USA
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Journal Articles
- 2025
[j36]Melissa Gunderson
, Peter J. Embí, Charles P. Friedman, Genevieve B. Melton:
Opportunities for the informatics community to advance learning health systems. J. Am. Medical Informatics Assoc. 32(1): 253-257 (2025)- 2024
- [j35]Roshan Tourani, Dennis H. Murphree, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon:
Consensus modeling: Safer transfer learning for small health systems. Artif. Intell. Medicine 154: 102899 (2024) - 2022
- [j34]Shawn N. Murphy, Shyam Visweswaran, Michael J. Becich, Thomas R. Campion Jr., Boyd M. Knosp, Genevieve Melton-Meaux, Leslie A. Lenert:
Research data warehouse best practices: catalyzing national data sharing through informatics innovation. J. Am. Medical Informatics Assoc. 29(4): 581-584 (2022) - [j33]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, Tyler J. Loftus, Genevieve B. Melton, Judy Wawira Gichoya, Ju Sun, Christopher J. Tignanelli:
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. J. Am. Medical Informatics Assoc. 30(1): 54-63 (2022) - [j32]Genevieve B. Melton, James J. Cimino, Christoph U. Lehmann, Patricia Sengstack, Joshua C. Smith, William M. Tierney, Randolph A. Miller:
Do electronic health record systems "dumb down" clinicians? J. Am. Medical Informatics Assoc. 30(1): 172-177 (2022) - 2021
- [j31]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, Genevieve B. Melton, Christopher J. Tignanelli, Serguei V. S. Pakhomov:
NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models. J. Artif. Intell. Res. 72: 429-474 (2021) - [j30]Christine Dymek, Bryan Kim, Genevieve B. Melton, Thomas H. Payne, Hardeep Singh, Chun-Ju Hsiao:
Building the evidence-base to reduce electronic health record-related clinician burden. J. Am. Medical Informatics Assoc. 28(5): 1057-1061 (2021) - [j29]Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon:
Strategies for building robust prediction models using data unavailable at prediction time. J. Am. Medical Informatics Assoc. 29(1): 72-79 (2021) - 2020
- [j28]Rubina F. Rizvi, Jake Vasilakes, Terrence J. Adam, Genevieve B. Melton, Jeffrey R. Bishop, Jiang Bian, Cui Tao, Rui Zhang:
iDISK: the integrated DIetary Supplements Knowledge base. J. Am. Medical Informatics Assoc. 27(4): 539-548 (2020) - [j27]Tucker Annis, Susan Pleasants, Gretchen M. Hultman, Elizabeth Lindemann, Joshua A. Thompson, Stephanie Billecke, Sameer Badlani, Genevieve B. Melton:
Rapid implementation of a COVID-19 remote patient monitoring program. J. Am. Medical Informatics Assoc. 27(8): 1326-1330 (2020) - 2019
- [j26]Gretchen M. Hultman, Jenna L. Marquard, Elizabeth Lindemann, Elliot G. Arsoniadis, Serguei Pakhomov, Genevieve B. Melton:
Challenges and Opportunities to Improve the Clinician Experience Reviewing Electronic Progress Notes. Appl. Clin. Inform. 10(03): 446-453 (2019) - [j25]Ranyah Aldekhyyel, Caitlin J. Bakker, Michael Pitt, Genevieve B. Melton:
The Impact of Patient Interactive Systems on the Management of Pain in an Inpatient Hospital Setting: A Systematic Review. Appl. Clin. Inform. 10(04): 580-596 (2019) - 2018
- [j24]Sripriya Rajamani, Elizabeth S. Chen, Elizabeth Lindemann, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton:
Representation of occupational information across resources and validation of the occupational data for health model. J. Am. Medical Informatics Assoc. 25(2): 197-205 (2018) - 2017
- [j23]Rubina F. Rizvi, Jenna L. Marquard, Gretchen M. Hultman, Terrence Adam, Kathleen A. Harder, Genevieve B. Melton:
Usability Evaluation of Electronic Health Record System around Clinical Notes Usage-An Ethnographic Study. Appl. Clin. Inform. 08(04): 1095-1105 (2017) - [j22]Zhen Hu, Genevieve B. Melton, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, György J. Simon:
Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record. J. Biomed. Informatics 68: 112-120 (2017) - [j21]Rui Zhang, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Janet T. Lee, Yan Wang, Genevieve B. Melton:
Detecting clinically relevant new information in clinical notes across specialties and settings. BMC Medical Informatics Decis. Mak. 17(2): 15-22 (2017) - 2016
- [j20]Gretchen M. Hultman, Jenna L. Marquard, Elliot G. Arsoniadis, Pamela Mink, Rubina F. Rizvi, Tim Ramer, Saif Khairat, Keri Fickau, Genevieve B. Melton:
Usability Testing of Two Ambulatory EHR Navigators. Appl. Clin. Inform. 07(02): 502-515 (2016) - [j19]Serguei V. S. Pakhomov, Gregory P. Finley, Reed McEwan, Yan Wang, Genevieve B. Melton:
Corpus domain effects on distributional semantic modeling of medical terms. Bioinform. 32(23): 3635-3644 (2016) - [j18]Rubina F. Rizvi, Kathleen A. Harder, Gretchen M. Hultman, Terrence J. Adam, Michael Kim, Serguei V. S. Pakhomov, Genevieve B. Melton:
A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians. Int. J. Medical Informatics 90: 1-11 (2016) - 2015
- [j17]Sripriya Rajamani, Elizabeth S. Chen, Mari E. Akre, Yan Wang, Genevieve B. Melton:
Assessing the adequacy of the HL7/LOINC Document Ontology Role axis. J. Am. Medical Informatics Assoc. 22(3): 615-620 (2015) - [j16]Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Yan Wang, Genevieve B. Melton:
Multi-source development of an integrated model for family health history. J. Am. Medical Informatics Assoc. 22(e1): e67-e80 (2015) - [j15]Yan Wang, Serguei Pakhomov, James O. Ryan, Genevieve B. Melton:
Domain adaption of parsing for operative notes. J. Biomed. Informatics 54: 1-9 (2015) - 2014
- [j14]Sungrim Moon, Serguei V. S. Pakhomov, Nathan Liu, James O. Ryan, Genevieve B. Melton:
A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources. J. Am. Medical Informatics Assoc. 21(2): 299-307 (2014) - [j13]György J. Simon, Genevieve B. Melton:
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 48: 16 (2014) - [j12]Rui Zhang, Michael J. Cairelli, Marcelo Fiszman, Graciela Rosemblat, Halil Kilicoglu, Thomas C. Rindflesch, Serguei V. S. Pakhomov, Genevieve B. Melton:
Using semantic predications to uncover drug-drug interactions in clinical data. J. Biomed. Informatics 49: 134-147 (2014) - 2013
- [j11]Oladimeji Farri, Karen A. Monsen, Serguei V. S. Pakhomov, David S. Pieczkiewicz, Stuart M. Speedie, Genevieve B. Melton:
Effects of time constraints on clinician-computer interaction: A study on information synthesis from EHR clinical notes. J. Biomed. Informatics 46(6): 1136-1144 (2013) - 2012
- [j10]Elizabeth S. Chen, Genevieve B. Melton, Indra Neil Sarkar:
Translating standards into practice: Experiences and lessons learned in biomedicine and health care. J. Biomed. Informatics 45(4): 609-612 (2012) - [j9]Sergey V. Pakhomov, Bridget T. McInnes, J. Lamba, Y. Liu, Genevieve B. Melton, Yogita Ghodke, N. Bhise, V. Lamba, Angela K. Birnbaum:
Using PharmGKB to train text mining approaches for identifying potential gene targets for pharmacogenomic studies. J. Biomed. Informatics 45(5): 862-869 (2012) - 2011
- [j8]Serguei V. S. Pakhomov, Ted Pedersen, Bridget T. McInnes, Genevieve B. Melton, Alexander Ruggieri, Christopher G. Chute:
Towards a framework for developing semantic relatedness reference standards. J. Biomed. Informatics 44(2): 251-265 (2011) - 2010
- [j7]Genevieve B. Melton, Nandhini Raman, Elizabeth S. Chen, Indra Neil Sarkar, Serguei V. S. Pakhomov, Robert D. Madoff:
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. 17(3): 337-340 (2010) - 2009
- [j6]Sookyung Hyun, Jason S. Shapiro, Genevieve B. Melton, Cara Schlegel, Peter D. Stetson, Stephen B. Johnson, Suzanne Bakken:
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. 16(3): 395-399 (2009) - 2008
- [j5]Hui Cao, Genevieve B. Melton, Marianthi Markatou, George Hripcsak:
Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases. J. Biomed. Informatics 41(6): 882-888 (2008) - 2007
- [j4]George Hripcsak, Charles Knirsch, Li Zhou, Adam B. Wilcox, Genevieve B. Melton:
Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia. Comput. Biol. Medicine 37(3): 296-304 (2007) - 2006
- [j3]Li Zhou, Genevieve B. Melton, Simon Parsons, George Hripcsak:
A temporal constraint structure for extracting temporal information from clinical narrative. J. Biomed. Informatics 39(4): 424-439 (2006) - [j2]Genevieve B. Melton, Simon Parsons, Frances P. Morrison, Adam S. Rothschild, Marianthi Markatou, George Hripcsak:
Inter-patient distance metrics using SNOMED CT defining relationships. J. Biomed. Informatics 39(6): 697-705 (2006) - 2005
- [j1]Genevieve B. Melton, George Hripcsak:
Research Paper: Automated Detection of Adverse Events Using Natural Language Processing of Discharge Summaries. J. Am. Medical Informatics Assoc. 12(4): 448-457 (2005)
Conference and Workshop Papers
- 2024
- [c98]Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, György J. Simon:
Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data. ICDM 2024: 550-559 - 2023
- [c97]Sripriya Rajamani, Naomi Jiter, Maureen Leeds, Miriam H. Muscoplat, Katie White, Aaron Bieringer, Genevieve B. Melton:
Evolving Interoperability Across a State Public Health Immunization Registry and Electronic Health Records. MedInfo 2023: 23-27 - [c96]Piper Ranallo, Bronwyn Southwell, Christopher J. Tignanelli, Steven G. Johnson, Richard Krueger, Tess Sevareid-Groth, Adam Carvel, Genevieve B. Melton:
Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes. MedInfo 2023: 68-73 - [c95]Jianqiu Zhang, Paul E. Drawz, György J. Simon, Terrence J. Adam, Genevieve B. Melton:
Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge. MedInfo 2023: 219-223 - [c94]Eric W. Maurer, Terrence Adam, Lynn E. Eberly, Ahmed Alsharit, Stephanie Billecke, Tucker Annis, Sameer Badlani, Susan Pleasants, Genevieve B. Melton:
Post-Implementation Outcomes of a Remote Patient Monitoring Program After Emergency Department Discharge. MedInfo 2023: 509-513 - [c93]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, Genevieve B. Melton:
Advanced Care Planning Content Encoding with Natural Language Processing. MedInfo 2023: 609-613 - [c92]Greg M. Silverman, Geetanjali Rajamani, Nicholas E. Ingraham, James K. Glover, Himanshu S. Sahoo, Michael Usher, Rui Zhang, Farha Ikramuddin, Tanya E. Melnik, Genevieve B. Melton, Christopher J. Tignanelli:
A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients. MedInfo 2023: 860-864 - [c91]Sagar Deshpande, Melissa Gunderson, Geetanjali Rajamani, Suhyun Park, Molly Diethelm, Jenna L. Marquard, Genevieve B. Melton, Rubina F. Rizvi:
Development and Usability Evaluation of an Opioid Management App. MedInfo 2023: 976-980 - 2022
- [c90]Tanya E. Melnik, Joshua A. Thompson, Jake Vasilakes, Tucker Annis, Sicheng Zhou, Dalton Schutte, Genevieve Melton-Meaux, Susan Pleasants, Rui Zhang:
Semi-automated Clinical Content Curation of COVID-19 Chatbot Remote Patient Monitoring Solution. AMIA 2022 - [c89]Genevieve Melton-Meaux, Leslie Lenert, Michael J. Becich, Shawn N. Murphy, Thomas R. Campion Jr.:
Research Patient Data Repositories: Perspectives from JAMIA Special Issue Editors on the Next Generation of Multi-Institutional Data Sharing. AMIA 2022 - [c88]Jianqiu Zhang, Erich Kummerfeld, Gretchen M. Hultman, Paul E. Drawz, Terrence Adams, György J. Simon, Genevieve B. Melton:
Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR. AMIA 2022 - [c87]Benjamin C. Knoll, Reed McEwan, Raymond L. Finzel, Greg M. Silverman, Rui Zhang, Serguei V. S. Pakhomov, Genevieve B. Melton:
MTAP - A Distributed Framework for NLP Pipelines. ICHI 2022: 537-538 - 2021
- [c86]Jianqiu Zhang, Paul E. Drawz, Ying Zhu, Gretchen M. Hultman, György J. Simon, Genevieve B. Melton:
Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults. AMIA 2021 - [c85]Shreya Datar, Elizabeth A. Lindemann, Greg M. Silverman, Reed McEwan, Raymond L. Finzel, Michael E. Kotlyar, Genevieve B. Melton, Serguei V. S. Pakhomov:
Identifying Mentions of Life Stressors in Clinical Notes. ICHI 2021: 153-160 - [c84]Elliot G. Arsoniadis, Cyrus Jahansouz, Rohini Khatri Olsen, Steven J. Skube, Jenna L. Marquard, Michael Kim, Treva M. Bjerke, Therese Kaun, Genevieve B. Melton:
Implementation and Analysis of an Institution-Wide EHR-Integrated Handoff Note. MedInfo 2021: 390-394 - 2020
- [c83]Ying Zhu, Roshan Tourani, Adam Sheka, Elizabeth C. Wick, Genevieve B. Melton, György J. Simon:
Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. AIME 2020: 170-180 - [c82]Roshan Tourani, Dennis H. Murphree, Ying Zhu, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon:
Consensus Modeling: A Transfer Learning Approach for Small Health Systems. AIME 2020: 181-191 - 2019
- [c81]Christine Dymek, Thomas H. Payne, Genevieve B. Melton, Hardeep Singh:
Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences. AMIA 2019 - [c80]Benjamin C. Knoll, Elizabeth A. Lindemann, Arian L. Albert, Genevieve B. Melton, Serguei V. S. Pakhomov:
Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation. MedInfo 2019: 198-202 - [c79]Roshan Tourani, Dennis H. Murphree, Genevieve Melton-Meaux, Elizabeth C. Wick, Daryl J. Kor, György J. Simon:
The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites. MedInfo 2019: 398-402 - [c78]Elliot G. Arsoniadis, Rohini Khatri Olsen, Steven J. Skube, Jenna L. Marquard, Genevieve B. Melton:
Resident-Physician Preferences for Electronic Handoff Note Content: Implications for Implementation of a System-Wide Electronic Health Record-Integrated Handoff Tool. MedInfo 2019: 1121-1125 - [c77]Greg M. Silverman, Elizabeth A. Lindemann, Geetanjali Rajamani, Raymond L. Finzel, Reed McEwan, Benjamin C. Knoll, Serguei Pakhomov, Genevieve B. Melton, Christopher J. Tignanelli:
Named Entity Recognition in Prehospital Trauma Care. MedInfo 2019: 1586-1587 - [c76]Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Serguei Pakhomov, Genevieve B. Melton:
Electronic Progress Note Reading Patterns: An Eye Tracking Analysis. MedInfo 2019: 1684-1685 - 2018
- [c75]Raniah Aldekhyyel, Michael Pitt, Bruce Lindgren, Genevieve B. Melton:
Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain. AMIA 2018 - 2017
- [c74]Ranyah Aldekhyyel, Michael Pitt, Yan Wang, Genevieve B. Melton:
Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's Hospital. AMIA 2017 - [c73]Wendy W. Chapman, Murielle S. Beene, Omolola Ogunyemi, Genevieve B. Melton, Laura K. Wiley:
"My work will surely speak for itself: " Visibility, Networking, and Self Promotion in Informatics. AMIA 2017 - [c72]Gregory P. Finley, Benjamin C. Knoll, Reed McEwan, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov:
AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems. AMIA 2017 - [c71]Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Genevieve B. Melton:
How do physcians read electronic progress notes? AMIA 2017 - [c70]Ashley S. Lee, Indra Neil Sarkar, Genevieve B. Melton, Yuanqing Liu, Vivekanand Sharma, Elizabeth S. Chen:
Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources. AMIA 2017 - [c69]Elizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton:
Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. AMIA 2017 - [c68]Deyu Sun, György J. Simon, Steven J. Skube, Anne H. Blaes, Genevieve B. Melton, Rui Zhang:
Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications. AMIA 2017 - [c67]Tamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton:
Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. AMIA 2017 - [c66]Yadan Fan, Lu He, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang:
Classifying Supplement Use Status in Clinical Notes. CRI 2017 - [c65]Gregory P. Finley, Benjamin C. Knoll, Hongfang Liu, Hua Xu, Genevieve B. Melton, Serguei V. S. Pakhomov:
Using ensembles of NLP engines without a common type system to improve abbreviation disambiguation. CRI 2017 - [c64]Gretchen M. Hultman, Reed McEwan, Serguei V. S. Pakhomov, Steven J. Skube, Genevieve B. Melton:
Usability Testing of a Clinical Document Search Engine for Researchers. CRI 2017 - [c63]Elizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton:
Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources. CRI 2017 - [c62]Deyu Sun, Gopal Sarda, Steven J. Skube, Anne H. Blaes, Rui Zhang, Genevieve B. Melton:
A Study on Phenotyping and Visualizing Black Box Warnings of Antineoplastic Breast Cancer Medications. CRI 2017 - [c61]Yadan Fan, Terrence J. Adam, Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang:
Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records. MedInfo 2017: 370-374 - [c60]Elizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton:
Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources. MedInfo 2017: 486-490 - [c59]Deyu Sun, Gopal Sarda, Steven J. Skube, Anne H. Blaes, Saif S. Khairat, Genevieve B. Melton, Rui Zhang:
Phenotyping and Visualizing Infusion-Related Reactions for Breast Cancer Patients. MedInfo 2017: 599-603 - [c58]Steven J. Skube, Zhen Hu, Elliot G. Arsoniadis, György J. Simon, Elizabeth C. Wick, Clifford Y. Ko, Genevieve B. Melton:
Characterizing Surgical Site Infection Signals in Clinical Notes. MedInfo 2017: 955-959 - [c57]Elliot G. Arsoniadis, Steven J. Skube, Treva M. Bjerke, Bryan Jarabek, Genevieve B. Melton:
Assessing Provider-Generated Free-Text Quality in EHR-Integrated Handoff Notes. MedInfo 2017: 999-1003 - [c56]Rubina F. Rizvi, Jenna L. Marquard, Marcus A. Seywerd, Terrence J. Adam, Jed T. Elison, Gretchen M. Hultman, Kathleen A. Harder, Genevieve B. Melton:
Usability Evaluation of an EHR's Clinical Notes Interface from the Perspective of Attending and Resident Physicians: An Exploratory Study. MedInfo 2017: 1128-1132 - [c55]Gretchen M. Hultman, Reed McEwan, Serguei Pakhomov, Elizabeth Lindemann, Steven J. Skube, Genevieve B. Melton:
Usability Evaluation of NLP-PIER: A Clinical Document Search Engine for Researchers. MedInfo 2017: 1269 - 2016
- [c54]Ranyah Aldekhyyel, Elizabeth S. Chen, Sripriya Rajamani, Yan Wang, Genevieve B. Melton:
Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. AMIA 2016 - [c53]Elizabeth S. Chen, Genevieve B. Melton, Mark Howison, Erik Knoll, Ashley S. Lee, Indra Neil Sarkar:
Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders. AMIA 2016 - [c52]Gregory P. Finley, Serguei V. S. Pakhomov, Genevieve B. Melton:
Automated De-Identification of Distributional Semantic Models. AMIA 2016 - [c51]Gregory P. Finley, Serguei V. S. Pakhomov, Reed McEwan, Genevieve B. Melton:
Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data. AMIA 2016 - [c50]Zhen Hu, Genevieve B. Melton, Nathan D. Moeller, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, Eric Jensen, György J. Simon:
Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications. AMIA 2016 - [c49]Gretchen M. Hultman, Jenna L. Marquard, Osadebamwen Ighile, Oladimeji Farri, Elizabeth Lindemann, Elliot G. Arsoniadis, Serguei V. S. Pakhomov, Genevieve B. Melton:
Does Section Order Affect Physicians' Experiences Reviewing Ambulatory Progress Notes? AMIA 2016 - [c48]Sripriya Rajamani, Elizabeth S. Chen, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton:
Validating the Occupational Data for Health Model: An Analysis of Occupational Information in Reports, Standards, Surveys, and Measures. AMIA 2016 - [c47]Paul T. Rosenau, Diantha B. Howard, Genevieve B. Melton, Elizabeth S. Chen:
Family History by Other Names: A Preliminary Comparison of Structured and Free-Text Sources in the Electronic Health Record. AMIA 2016 - [c46]Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elizabeth Lindemann, Genevieve B. Melton:
Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. AMIA 2016 - [c45]Tamara J. Winden, Elizabeth S. Chen, Genevieve B. Melton:
Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys. AMIA 2016 - [c44]Benjamin C. Knoll, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov:
Using synthetic clinical data to train an HMM-based POS tagger. BHI 2016: 252-255 - [c43]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. CRI 2016 - [c42]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. CRI 2016 - 2015
- [c41]Elliot G. Arsoniadis, Rohini Khatri, Jenna L. Marquard, Courtney Moors, Michael Kim, Genevieve B. Melton:
A Review and Analysis of Rounding and Handoff Document Content in Inpatient Resident Physician Teams. AMIA 2015 - [c40]Elizabeth W. Carter, Indra Neil Sarkar, Genevieve B. Melton, Elizabeth S. Chen:
Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. AMIA 2015 - [c39]Elizabeth S. Chen, Genevieve B. Melton, Richard Wasserman, Paul Rosenau, Diantha B. Howard, Indra Neil Sarkar:
Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma. AMIA 2015 - [c38]Gretchen M. Hultman, Elliot G. Arsoniadis, Jenna L. Marquard, Rubina F. Rizvi, Saif S. Khairat, Keri Fickau, Genevieve B. Melton:
Usability Testing of an Ambulatory EHR Navigator. AMIA 2015 - [c37]Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Elizabeth W. Carter, Elizabeth Lindemann, Indra Neil Sarkar, Genevieve B. Melton:
Automated Extraction of Substance Use Information from Clinical Texts. AMIA 2015 - [c36]Rui Zhang, Nivedha Manohar, Elliot G. Arsoniadis, Yan Wang, Terrence J. Adam, Serguei V. S. Pakhomov, Genevieve B. Melton:
Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records. AMIA 2015 - [c35]Zhen Hu, Genevieve B. Melton, György J. Simon:
Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections. ICHI 2015: 499 - [c34]Elliot G. Arsoniadis, Rabindra Tambyraja, Saif S. Khairat, Cyrus Jahansouz, Daren Scheppmann, Mary R. Kwaan, Gretchen M. Hultman, Genevieve B. Melton:
Characterizing Patient-Generated Clinical Data and Associated Implications for Electronic Health Records. MedInfo 2015: 158-162 - [c33]Zhen Hu, György J. Simon, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, Genevieve B. Melton:
Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data. MedInfo 2015: 706-710 - [c32]Nivedha Manohar, Terrence J. Adam, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang:
Evaluation of Herbal and Dietary Supplement Resource Term Coverage. MedInfo 2015: 785-789 - [c31]Genevieve B. Melton, Yan Wang, Elliot G. Arsoniadis, Serguei V. S. Pakhomov, Terrence J. Adam, Mary R. Kwaan, David A. Rothenberger, Elizabeth S. Chen:
Analyzing Operative Note Structure in Development of a Section Header Resource. MedInfo 2015: 821-826 - 2014
- [c30]Robert Bill, Serguei V. S. Pakhomov, Elizabeth S. Chen, Tamara Winden, Elizabeth W. Carter, Genevieve B. Melton:
Automated Extraction of Family History Information from Clinical Notes. AMIA 2014 - [c29]Elizabeth S. Chen, Elizabeth W. Carter, Indra Neil Sarkar, Tamara Winden, Genevieve B. Melton:
Examining the Use, Contents, and Quality of Free-Text Tobacco Use Documentation in the Electronic Health Record. AMIA 2014 - [c28]Bridget T. McInnes, Ted Pedersen, Ying Liu, Genevieve B. Melton, Serguei V. S. Pakhomov:
U-path: An undirected path-based measure of semantic similarity. AMIA 2014 - [c27]Sripriya Rajamani, Elizabeth S. Chen, Yan Wang, Genevieve B. Melton:
Extending the HL7/LOINC Document Ontology Settings of Care. AMIA 2014 - [c26]Yan Wang, Serguei V. S. Pakhomov, James O. Ryan, Genevieve B. Melton:
Semantic Role Labeling for Modeling Surgical Procedures in Operative Notes. AMIA 2014 - [c25]Tamara Winden, Elizabeth S. Chen, Elizabeth Lindemann, Yan Wang, Elizabeth W. Carter, Genevieve B. Melton:
Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. AMIA 2014 - [c24]Rui Zhang, William R. Hersh, Genevieve B. Melton, Yang Huang, Laura K. Wiley, Julie Doberne, Nawanan Theera-Ampornpunt:
Evolving Career Landscapes in Biomedical and Health Informatics. AMIA 2014 - [c23]Rui Zhang, Serguei V. S. Pakhomov, Janet T. Lee, Genevieve B. Melton:
Using Language Models to Identify Relevant New Information in Inpatient Clinical Note. AMIA 2014 - 2013
- [c22]Elizabeth W. Carter, Genevieve B. Melton, Elizabeth S. Chen:
Content Analysis of Patient-Driven Family Health History Tools. AMIA 2013 - [c21]Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Genevieve B. Melton:
Development of a Comprehensive Family Health History Information Model. AMIA 2013 - [c20]Rui Zhang, Serguei V. S. Pakhomov, Janet T. Lee, Genevieve B. Melton:
Navigating Longitudinal Clinical Notes with an Automated Method for Detecting New Information. MedInfo 2013: 754-758 - [c19]Yan Wang, Serguei V. S. Pakhomov, Genevieve B. Melton:
Predicate Argument Structure Frames for Modeling Information in Operative Notes. MedInfo 2013: 783-787 - [c18]Bridget T. McInnes, Ted Pedersen, Serguei V. S. Pakhomov, Ying Liu, Genevieve Melton-Meaux:
UMLS: : Similarity: Measuring the Relatedness and Similarity of Biomedical Concepts. HLT-NAACL 2013: 28-31 - 2012
- [c17]Thiem Ahmad AbuSalah, Genevieve B. Melton, Terrence Adam:
Patient-Specific Surgical Outcomes Assessment Using Population-Based Data Analysis: Risk Model Development. AMIA 2012 - [c16]Robert Bill, Ying Liu, Bridget T. McInnes, Genevieve B. Melton, Ted Pedersen, Serguei V. S. Pakhomov:
Evaluating Semantic Relatedness and Similarity Measures with Standardized MedDRA Queries. AMIA 2012 - [c15]Elizabeth S. Chen, Genevieve B. Melton, Timothy E. Burdick, Paul Rosenau, Indra Neil Sarkar:
Characterizing the Use and Contents of Free-Text Family History Comments in the Electronic Health Record. AMIA 2012 - [c14]Oladimeji Farri, David S. Pieczkiewicz, Ahmed Rahman, Serguei V. S. Pakhomov, Terrence Adam, Genevieve B. Melton:
A Qualitative Analysis of EHR Clinical Document Synthesis by Clinicians. AMIA 2012 - [c13]Ying Liu, Robert Bill, Marcelo Fiszman, Thomas C. Rindflesch, Ted Pedersen, Genevieve B. Melton, Serguei V. S. Pakhomov:
Using SemRep to Label Semantic Relations Extracted from Clinical Text. AMIA 2012 - [c12]Genevieve B. Melton, Sharad Manaktala, Indra Neil Sarkar, Elizabeth S. Chen:
Social and Behavioral History Information in Public Health Datasets. AMIA 2012 - [c11]Sungrim Moon, Serguei V. S. Pakhomov, Genevieve B. Melton:
Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations. AMIA 2012 - [c10]Yan Wang, Serguei V. S. Pakhomov, Nora Burkart, James O. Ryan, Genevieve B. Melton:
A Study of Actions in Operative Notes. AMIA 2012 - [c9]Rui Zhang, Serguei V. S. Pakhomov, Sophia Gladding, Michael Aylward, Emily Borman-Shoap, Genevieve B. Melton:
Automated Assessment of Medical Training Evaluation Text. AMIA 2012 - [c8]Ying Liu, Bridget T. McInnes, Ted Pedersen, Genevieve Melton-Meaux, Serguei V. S. Pakhomov:
Semantic relatedness study using second order co-occurrence vectors computed from biomedical corpora, UMLS and WordNet. IHI 2012: 363-372 - [c7]Rui Zhang, Serguei V. S. Pakhomov, Genevieve B. Melton:
Automated identification of relevant new information in clinical narrative. IHI 2012: 837-842 - 2011
- [c6]Luis Fernández-Luque, Randi Karlsen, Genevieve B. Melton:
HealthTrust: trust-based retrieval of you tube's diabetes channels. CIKM 2011: 1917-1920 - [c5]Bridget T. McInnes, Ted Pedersen, Ying Liu, Serguei V. S. Pakhomov, Genevieve B. Melton:
Using Second-order Vectors in a Knowledge-based Method for Acronym Disambiguation. CoNLL 2011: 145-153 - 2010
- [c4]Genevieve B. Melton, Sungrim Moon, Bridget T. McInnes, Serguei Pakhomov:
Automated Identification of Synonyms in Biomedical Acronym Sense Inventories. Louhi@NAACL-HLT 2010: 46-52 - 2005
- [c3]Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak:
Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. AMIA 2005 - [c2]Janet P. Haas, Suzanne Bakken, Tiffani J. Bright, Genevieve B. Melton, Peter D. Stetson, Stephen B. Johnson:
Clinicians' Perceptions of Usability of eNote. AMIA 2005 - [c1]Jason S. Shapiro, Suzanne Bakken, Sookyung Hyun, Genevieve B. Melton, Cara Schlegel, Stephen B. Johnson:
Document Ontology: Supporting Narrative Documents in Electronic Health Records. AMIA 2005
Informal and Other Publications
- 2025
- [i5]Shuang Zhou, Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton, Jacob Cogan, Yuen-Hei Chung, Lei Tian, Zaifu Zhan, Yu Hou, Mingquan Lin, Genevieve B. Melton, Rui Zhang:
Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis. CoRR abs/2505.03467 (2025) - 2024
- [i4]Shuang Zhou, Sirui Ding, Jiashuo Wang, Mingquan Lin, Genevieve B. Melton, Rui Zhang:
Interpretable Differential Diagnosis with Dual-Inference Large Language Models. CoRR abs/2407.07330 (2024) - [i3]Shuang Zhou, Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan, Sirui Ding, Jiashuo Wang, Kaishuai Xu, Yi Fang, Liqiao Xia, Jeremy Yeung, Daochen Zha, Genevieve B. Melton, Mingquan Lin, Rui Zhang:
Large Language Models for Disease Diagnosis: A Scoping Review. CoRR abs/2409.00097 (2024) - 2021
- [i2]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, Tadashi Allen, Scott D. Steenburg, Judy Wawira Gichoya, Erich Kummerfeld, Christopher J. Tignanelli:
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. CoRR abs/2106.02118 (2021) - [i1]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, Xiaoqian Jiang, Genevieve B. Melton, Serguei V. S. Pakhomov:
An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. CoRR abs/2108.02255 (2021)
Coauthor Index
Terrence Adam
aka: Terrence J. Adam
aka: Terrence J. Adam
Elizabeth Lindemann
aka: Elizabeth A. Lindemann
aka: Elizabeth A. Lindemann
[j31] [j26] [j21] [j19] [j18] [j15] [j14] [j12] [j11] [j9] [j8] [j7] [c87] [c85] [c80] [c77] [c76] [c72] [c66] [c65] [c64] [c61] [c55] [c52] [c51] [c49] [c46] [c44] [c43] [c42] [c37] [c36] [c32] [c31] [c30] [c28] [c26] [c23] [c20] [c19] [c18] [c16] [c14] [c13] [c11] [c10] [c9] [c8] [c7] [c5] [c4] [i1]
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