Genevieve B. Melton

141 papers A* 1A 1B 3Misc 50Journal 43Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Digital interdependence: impact of work spillover during clinical team handoffs. J. Am. Medical Informatics Assoc. Dori A. Cross, Josh Weiner, Hannah T. Neprash, Genevieve B. Melton, Andrew Olson
2025	—	`conf`	A Longitudinal Analysis of Institutional Adoption, Use, and Dissemination of an EHR Vendor-Based Data Sharing Program. MedInfo Melissa Gunderson, David A. Dorr, Harry Freedman, Genevieve B. Melton
2025	J	`jnl`	Combining self-supervision and privileged information for representation learning from tabular data. Knowl. Inf. Syst. Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, György J. Simon
2025	—	`conf`	Development and Implementation of a Trainee-Specific Training Model for the Electronic Medical Record. MedInfo Shelbi Olson, Melissa Gunderson, Gabriel Bangoura, Mohannad Al-Tarakji, Natalie Rowley, Derek Harley, Patricia Adam, Michelle Stoffel, Rebecca Markowitz, Genevieve B. Melton
2025	—	`conf`	Documenting Care with AI: A Comparative Analysis of Commercial Scribe Tools. MedInfo Leopold Arko IV, Carly Hudelson, Jaya Kumar, Sameer Badlani, Michelle Stoffel, Rebecca Markowitz, Genevieve B. Melton
2025	—	`conf`	Early Perspectives on Utilization of a Clinical Decision Support Tool: A Mixed-Methods Study. MedInfo Sameepya Thatipelli, Matt Loth, Rubina F. Rizvi, Carly Hudelson, Elizabeth Lindemann, Tammy Kasal, Leyla B. Warsame, Iva Ninkovic, Rebecca Markowitz, Sonja Short, Genevieve B. Melton
2025	—	`conf`	Exploring End-Users' Patient Portal Usage Leveraging a State Fair Platform. MedInfo Carl Olson, Sameepya Thatipelli, Payten Schneberger, Scott Lunos, Kristin Boman, Genevieve B. Melton, Patricia Adam, Michele Allen, Rubina F. Rizvi
2025	J	`jnl`	Opportunities for the informatics community to advance learning health systems. J. Am. Medical Informatics Assoc. Melissa Gunderson, Peter J. Embí, Charles P. Friedman, Genevieve B. Melton
2025	J	`jnl`	Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis. CoRR 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
2025	J	`jnl`	Uncertainty-aware large language models for explainable disease diagnosis. npj Digit. Medicine 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
2024	A*	`conf`	Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data. ICDM Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, György J. Simon
2024	J	`jnl`	Consensus modeling: Safer transfer learning for small health systems. Artif. Intell. Medicine Roshan Tourani, Dennis H. Murphree, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
2024	J	`jnl`	Interpretable Differential Diagnosis with Dual-Inference Large Language Models. CoRR Shuang Zhou, Sirui Ding, Jiashuo Wang, Mingquan Lin, Genevieve B. Melton, Rui Zhang
2024	J	`jnl`	Large Language Models for Disease Diagnosis: A Scoping Review. CoRR 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
2023	—	`conf`	A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients. MedInfo 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
2023	—	`conf`	Advanced Care Planning Content Encoding with Natural Language Processing. MedInfo 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
2023	—	`conf`	Development and Usability Evaluation of an Opioid Management App. MedInfo Sagar Deshpande, Melissa Gunderson, Geetanjali Rajamani, Suhyun Park, Molly Diethelm, Jenna L. Marquard, Genevieve B. Melton, Rubina F. Rizvi
2023	—	`conf`	Evolving Interoperability Across a State Public Health Immunization Registry and Electronic Health Records. MedInfo Sripriya Rajamani, Naomi Jiter, Maureen Leeds, Miriam H. Muscoplat, Katie White, Aaron Bieringer, Genevieve B. Melton
2023	—	`conf`	Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge. MedInfo Jianqiu Zhang, Paul E. Drawz, György J. Simon, Terrence J. Adam, Genevieve B. Melton
2023	—	`conf`	Post-Implementation Outcomes of a Remote Patient Monitoring Program After Emergency Department Discharge. MedInfo Eric W. Maurer, Terrence Adam, Lynn E. Eberly, Ahmed Alsharit, Stephanie Billecke, Tucker Annis, Sameer Badlani, Susan Pleasants, Genevieve B. Melton
2023	—	`conf`	Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes. MedInfo Piper Ranallo, Bronwyn Southwell, Christopher J. Tignanelli, Steven G. Johnson, Richard Krueger, Tess Sevareid-Groth, Adam Carvel, Genevieve B. Melton
2022	Misc	`conf`	Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR. AMIA Jianqiu Zhang, Erich Kummerfeld, Gretchen M. Hultman, Paul E. Drawz, Terrence Adams, György J. Simon, Genevieve B. Melton
2022	J	`jnl`	Do electronic health record systems "dumb down" clinicians? J. Am. Medical Informatics Assoc. Genevieve B. Melton, James J. Cimino, Christoph U. Lehmann, Patricia Sengstack, Joshua C. Smith, William M. Tierney, Randolph A. Miller
2022	J	`jnl`	Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. J. Am. Medical Informatics Assoc. 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
2022	—	`conf`	MTAP - A Distributed Framework for NLP Pipelines. ICHI Benjamin C. Knoll, Reed McEwan, Raymond L. Finzel, Greg M. Silverman, Rui Zhang, Serguei V. S. Pakhomov, Genevieve B. Melton
2021	J	`jnl`	A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. CoRR 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
2021	J	`jnl`	An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. CoRR 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
2021	J	`jnl`	Building the evidence-base to reduce electronic health record-related clinician burden. J. Am. Medical Informatics Assoc. Christine Dymek, Bryan Kim, Genevieve B. Melton, Thomas H. Payne, Hardeep Singh, Chun-Ju Hsiao
2021	—	`conf`	Identifying Mentions of Life Stressors in Clinical Notes. ICHI Shreya Datar, Elizabeth A. Lindemann, Greg M. Silverman, Reed McEwan, Raymond L. Finzel, Michael E. Kotlyar, Genevieve B. Melton, Serguei V. S. Pakhomov
2021	—	`conf`	Implementation and Analysis of an Institution-Wide EHR-Integrated Handoff Note. MedInfo Elliot G. Arsoniadis, Cyrus Jahansouz, Rohini Khatri Olsen, Steven J. Skube, Jenna L. Marquard, Michael Kim, Treva M. Bjerke, Therese Kaun, Genevieve B. Melton
2021	J	`jnl`	NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models. J. Artif. Intell. Res. 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
2021	J	`jnl`	Strategies for building robust prediction models using data unavailable at prediction time. J. Am. Medical Informatics Assoc. Haoyu Yang, Roshan Tourani, Ying Zhu, Vipin Kumar, Genevieve B. Melton, Michael S. Steinbach, György J. Simon
2021	Misc	`conf`	Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults. AMIA Jianqiu Zhang, Paul E. Drawz, Ying Zhu, Gretchen M. Hultman, György J. Simon, Genevieve B. Melton
2020	B	`conf`	Consensus Modeling: A Transfer Learning Approach for Small Health Systems. AIME Roshan Tourani, Dennis H. Murphree, Ying Zhu, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, György J. Simon
2020	B	`conf`	Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. AIME Ying Zhu, Roshan Tourani, Adam Sheka, Elizabeth C. Wick, Genevieve B. Melton, György J. Simon
2020	J	`jnl`	Rapid implementation of a COVID-19 remote patient monitoring program. J. Am. Medical Informatics Assoc. Tucker Annis, Susan Pleasants, Gretchen M. Hultman, Elizabeth Lindemann, Joshua A. Thompson, Stephanie Billecke, Sameer Badlani, Genevieve B. Melton
2020	J	`jnl`	iDISK: the integrated DIetary Supplements Knowledge base. J. Am. Medical Informatics Assoc. Rubina F. Rizvi, Jake Vasilakes, Terrence J. Adam, Genevieve B. Melton, Jeffrey R. Bishop, Jiang Bian, Cui Tao, Rui Zhang
2019	J	`jnl`	Challenges and Opportunities to Improve the Clinician Experience Reviewing Electronic Progress Notes. Appl. Clin. Inform. Gretchen M. Hultman, Jenna L. Marquard, Elizabeth Lindemann, Elliot G. Arsoniadis, Serguei Pakhomov, Genevieve B. Melton
2019	—	`conf`	Electronic Progress Note Reading Patterns: An Eye Tracking Analysis. MedInfo Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Serguei Pakhomov, Genevieve B. Melton
2019	—	`conf`	Named Entity Recognition in Prehospital Trauma Care. MedInfo Greg M. Silverman, Elizabeth A. Lindemann, Geetanjali Rajamani, Raymond L. Finzel, Reed McEwan, Benjamin C. Knoll, Serguei Pakhomov, Genevieve B. Melton, Christopher J. Tignanelli
2019	—	`conf`	Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation. MedInfo Benjamin C. Knoll, Elizabeth A. Lindemann, Arian L. Albert, Genevieve B. Melton, Serguei V. S. Pakhomov
2019	Misc	`conf`	Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences. AMIA Christine Dymek, Thomas H. Payne, Genevieve B. Melton, Hardeep Singh
2019	—	`conf`	Resident-Physician Preferences for Electronic Handoff Note Content: Implications for Implementation of a System-Wide Electronic Health Record-Integrated Handoff Tool. MedInfo Elliot G. Arsoniadis, Rohini Khatri Olsen, Steven J. Skube, Jenna L. Marquard, Genevieve B. Melton
2019	J	`jnl`	The Impact of Patient Interactive Systems on the Management of Pain in an Inpatient Hospital Setting: A Systematic Review. Appl. Clin. Inform. Ranyah Aldekhyyel, Caitlin J. Bakker, Michael Pitt, Genevieve B. Melton
2018	J	`jnl`	Representation of occupational information across resources and validation of the occupational data for health model. J. Am. Medical Informatics Assoc. Sripriya Rajamani, Elizabeth S. Chen, Elizabeth Lindemann, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton
2018	Misc	`conf`	Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain. AMIA Raniah Aldekhyyel, Michael Pitt, Bruce Lindgren, Genevieve B. Melton
2017	Misc	`conf`	"My work will surely speak for itself: " Visibility, Networking, and Self Promotion in Informatics. AMIA Wendy W. Chapman, Murielle S. Beene, Omolola Ogunyemi, Genevieve B. Melton, Laura K. Wiley
2017	—	`conf`	A Study on Phenotyping and Visualizing Black Box Warnings of Antineoplastic Breast Cancer Medications. CRI Deyu Sun, Gopal Sarda, Steven J. Skube, Anne H. Blaes, Rui Zhang, Genevieve B. Melton
2017	Misc	`conf`	AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems. AMIA Gregory P. Finley, Benjamin C. Knoll, Reed McEwan, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov
2017	—	`conf`	Assessing Provider-Generated Free-Text Quality in EHR-Integrated Handoff Notes. MedInfo Elliot G. Arsoniadis, Steven J. Skube, Treva M. Bjerke, Bryan Jarabek, Genevieve B. Melton
2017	—	`conf`	Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources. MedInfo Elizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton
2017	Misc	`conf`	Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications. AMIA Deyu Sun, György J. Simon, Steven J. Skube, Anne H. Blaes, Genevieve B. Melton, Rui Zhang
2017	—	`conf`	Characterizing Surgical Site Infection Signals in Clinical Notes. MedInfo Steven J. Skube, Zhen Hu, Elliot G. Arsoniadis, György J. Simon, Elizabeth C. Wick, Clifford Y. Ko, Genevieve B. Melton
2017	—	`conf`	Classifying Supplement Use Status in Clinical Notes. CRI Yadan Fan, Lu He, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang
2017	Misc	`conf`	Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources. AMIA Ashley S. Lee, Indra Neil Sarkar, Genevieve B. Melton, Yuanqing Liu, Vivekanand Sharma, Elizabeth S. Chen
2017	—	`conf`	Detecting Signals of Interactions Between Warfarin and Dietary Supplements in Electronic Health Records. MedInfo Yadan Fan, Terrence J. Adam, Reed McEwan, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang
2017	J	`jnl`	Detecting clinically relevant new information in clinical notes across specialties and settings. BMC Medical Informatics Decis. Mak. Rui Zhang, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Janet T. Lee, Yan Wang, Genevieve B. Melton
2017	Misc	`conf`	How do physcians read electronic progress notes? AMIA Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Genevieve B. Melton
2017	Misc	`conf`	Pain Assessment Automatic Documentation Initiated by Patients and Parents: A Case Study from the University of Minnesota Masonic Children's Hospital. AMIA Ranyah Aldekhyyel, Michael Pitt, Yan Wang, Genevieve B. Melton
2017	—	`conf`	Phenotyping and Visualizing Infusion-Related Reactions for Breast Cancer Patients. MedInfo Deyu Sun, Gopal Sarda, Steven J. Skube, Anne H. Blaes, Saif S. Khairat, Genevieve B. Melton, Rui Zhang
2017	—	`conf`	Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources. CRI Elizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton
2017	Misc	`conf`	Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. AMIA Elizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton
2017	Misc	`conf`	Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. AMIA Tamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton
2017	J	`jnl`	Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record. J. Biomed. Informatics Zhen Hu, Genevieve B. Melton, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, György J. Simon
2017	J	`jnl`	Usability Evaluation of Electronic Health Record System around Clinical Notes Usage-An Ethnographic Study. Appl. Clin. Inform. Rubina F. Rizvi, Jenna L. Marquard, Gretchen M. Hultman, Terrence Adam, Kathleen A. Harder, Genevieve B. Melton
2017	—	`conf`	Usability Evaluation of NLP-PIER: A Clinical Document Search Engine for Researchers. MedInfo Gretchen M. Hultman, Reed McEwan, Serguei Pakhomov, Elizabeth Lindemann, Steven J. Skube, Genevieve B. Melton
2017	—	`conf`	Usability Evaluation of an EHR's Clinical Notes Interface from the Perspective of Attending and Resident Physicians: An Exploratory Study. MedInfo Rubina F. Rizvi, Jenna L. Marquard, Marcus A. Seywerd, Terrence J. Adam, Jed T. Elison, Gretchen M. Hultman, Kathleen A. Harder, Genevieve B. Melton
2017	—	`conf`	Usability Testing of a Clinical Document Search Engine for Researchers. CRI Gretchen M. Hultman, Reed McEwan, Serguei V. S. Pakhomov, Steven J. Skube, Genevieve B. Melton
2017	—	`conf`	Using ensembles of NLP engines without a common type system to improve abbreviation disambiguation. CRI Gregory P. Finley, Benjamin C. Knoll, Hongfang Liu, Hua Xu, Genevieve B. Melton, Serguei V. S. Pakhomov
2016	J	`jnl`	A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians. Int. J. Medical Informatics Rubina F. Rizvi, Kathleen A. Harder, Gretchen M. Hultman, Terrence J. Adam, Michael Kim, Serguei V. S. Pakhomov, Genevieve B. Melton
2016	Misc	`conf`	Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications. AMIA Zhen Hu, Genevieve B. Melton, Nathan D. Moeller, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, Eric Jensen, György J. Simon
2016	Misc	`conf`	Automated De-Identification of Distributional Semantic Models. AMIA Gregory P. Finley, Serguei V. S. Pakhomov, Genevieve B. Melton
2016	Misc	`conf`	Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. AMIA Ranyah Aldekhyyel, Elizabeth S. Chen, Sripriya Rajamani, Yan Wang, Genevieve B. Melton
2016	J	`jnl`	Corpus domain effects on distributional semantic modeling of medical terms. Bioinform. Serguei V. S. Pakhomov, Gregory P. Finley, Reed McEwan, Yan Wang, Genevieve B. Melton
2016	Misc	`conf`	Does Section Order Affect Physicians' Experiences Reviewing Ambulatory Progress Notes? AMIA Gretchen M. Hultman, Jenna L. Marquard, Osadebamwen Ighile, Oladimeji Farri, Elizabeth Lindemann, Elliot G. Arsoniadis, Serguei V. S. Pakhomov, Genevieve B. Melton
2016	Misc	`conf`	Family History by Other Names: A Preliminary Comparison of Structured and Free-Text Sources in the Electronic Health Record. AMIA Paul T. Rosenau, Diantha B. Howard, Genevieve B. Melton, Elizabeth S. Chen
2016	—	`conf`	Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record. CRI Yan Wang, Elizabeth S. Chen, Ilo Leppik, Serguei V. S. Pakhomov, Indra Neil Sarkar, Genevieve B. Melton
2016	Misc	`conf`	Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. AMIA Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elizabeth Lindemann, Genevieve B. Melton
2016	Misc	`conf`	Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders. AMIA Elizabeth S. Chen, Genevieve B. Melton, Mark Howison, Erik Knoll, Ashley S. Lee, Indra Neil Sarkar
2016	—	`conf`	NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes. CRI Reed McEwan, Genevieve B. Melton, Benjamin C. Knoll, Yan Wang, Gretchen M. Hultman, Justin L. Dale, Tim Meyer, Serguei V. S. Pakhomov
2016	Misc	`conf`	Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys. AMIA Tamara J. Winden, Elizabeth S. Chen, Genevieve B. Melton
2016	Misc	`conf`	Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data. AMIA Gregory P. Finley, Serguei V. S. Pakhomov, Reed McEwan, Genevieve B. Melton
2016	J	`jnl`	Usability Testing of Two Ambulatory EHR Navigators. Appl. Clin. Inform. Gretchen M. Hultman, Jenna L. Marquard, Elliot G. Arsoniadis, Pamela Mink, Rubina F. Rizvi, Tim Ramer, Saif Khairat, Keri Fickau, Genevieve B. Melton
2016	—	`conf`	Using synthetic clinical data to train an HMM-based POS tagger. BHI Benjamin C. Knoll, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov
2016	Misc	`conf`	Validating the Occupational Data for Health Model: An Analysis of Occupational Information in Reports, Standards, Surveys, and Measures. AMIA Sripriya Rajamani, Elizabeth S. Chen, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton
2015	Misc	`conf`	A Review and Analysis of Rounding and Handoff Document Content in Inpatient Resident Physician Teams. AMIA Elliot G. Arsoniadis, Rohini Khatri, Jenna L. Marquard, Courtney Moors, Michael Kim, Genevieve B. Melton
2015	—	`conf`	Analyzing Operative Note Structure in Development of a Section Header Resource. MedInfo Genevieve B. Melton, Yan Wang, Elliot G. Arsoniadis, Serguei V. S. Pakhomov, Terrence J. Adam, Mary R. Kwaan, David A. Rothenberger, Elizabeth S. Chen
2015	J	`jnl`	Assessing the adequacy of the HL7/LOINC Document Ontology Role axis. J. Am. Medical Informatics Assoc. Sripriya Rajamani, Elizabeth S. Chen, Mari E. Akre, Yan Wang, Genevieve B. Melton
2015	—	`conf`	Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data. MedInfo Zhen Hu, György J. Simon, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, Genevieve B. Melton
2015	Misc	`conf`	Automated Extraction of Substance Use Information from Clinical Texts. AMIA Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Elizabeth W. Carter, Elizabeth Lindemann, Indra Neil Sarkar, Genevieve B. Melton
2015	—	`conf`	Characterizing Patient-Generated Clinical Data and Associated Implications for Electronic Health Records. MedInfo Elliot G. Arsoniadis, Rabindra Tambyraja, Saif S. Khairat, Cyrus Jahansouz, Daren Scheppmann, Mary R. Kwaan, Gretchen M. Hultman, Genevieve B. Melton
2015	J	`jnl`	Domain adaption of parsing for operative notes. J. Biomed. Informatics Yan Wang, Serguei Pakhomov, James O. Ryan, Genevieve B. Melton
2015	Misc	`conf`	Evaluating Term Coverage of Herbal and Dietary Supplements in Electronic Health Records. AMIA Rui Zhang, Nivedha Manohar, Elliot G. Arsoniadis, Yan Wang, Terrence J. Adam, Serguei V. S. Pakhomov, Genevieve B. Melton
2015	—	`conf`	Evaluation of Herbal and Dietary Supplement Resource Term Coverage. MedInfo Nivedha Manohar, Terrence J. Adam, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang
2015	Misc	`conf`	Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma. AMIA Elizabeth S. Chen, Genevieve B. Melton, Richard Wasserman, Paul Rosenau, Diantha B. Howard, Indra Neil Sarkar
2015	J	`jnl`	Multi-source development of an integrated model for family health history. J. Am. Medical Informatics Assoc. Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Yan Wang, Genevieve B. Melton
2015	Misc	`conf`	Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. AMIA Elizabeth W. Carter, Indra Neil Sarkar, Genevieve B. Melton, Elizabeth S. Chen
2015	—	`conf`	Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections. ICHI Zhen Hu, Genevieve B. Melton, György J. Simon
2015	Misc	`conf`	Usability Testing of an Ambulatory EHR Navigator. AMIA Gretchen M. Hultman, Elliot G. Arsoniadis, Jenna L. Marquard, Rubina F. Rizvi, Saif S. Khairat, Keri Fickau, Genevieve B. Melton
2014	J	`jnl`	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 György J. Simon, Genevieve B. Melton
2014	J	`jnl`	A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources. J. Am. Medical Informatics Assoc. Sungrim Moon, Serguei V. S. Pakhomov, Nathan Liu, James O. Ryan, Genevieve B. Melton
2014	Misc	`conf`	Automated Extraction of Family History Information from Clinical Notes. AMIA Robert Bill, Serguei V. S. Pakhomov, Elizabeth S. Chen, Tamara Winden, Elizabeth W. Carter, Genevieve B. Melton
2014	Misc	`conf`	Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. AMIA Tamara Winden, Elizabeth S. Chen, Elizabeth Lindemann, Yan Wang, Elizabeth W. Carter, Genevieve B. Melton
2014	Misc	`conf`	Evolving Career Landscapes in Biomedical and Health Informatics. AMIA Rui Zhang, William R. Hersh, Genevieve B. Melton, Yang Huang, Laura K. Wiley, Julie Doberne, Nawanan Theera-Ampornpunt
2014	Misc	`conf`	Examining the Use, Contents, and Quality of Free-Text Tobacco Use Documentation in the Electronic Health Record. AMIA Elizabeth S. Chen, Elizabeth W. Carter, Indra Neil Sarkar, Tamara Winden, Genevieve B. Melton
2014	Misc	`conf`	Extending the HL7/LOINC Document Ontology Settings of Care. AMIA Sripriya Rajamani, Elizabeth S. Chen, Yan Wang, Genevieve B. Melton
2014	Misc	`conf`	Semantic Role Labeling for Modeling Surgical Procedures in Operative Notes. AMIA Yan Wang, Serguei V. S. Pakhomov, James O. Ryan, Genevieve B. Melton
2014	Misc	`conf`	U-path: An undirected path-based measure of semantic similarity. AMIA Bridget T. McInnes, Ted Pedersen, Ying Liu, Genevieve B. Melton, Serguei V. S. Pakhomov
2014	Misc	`conf`	Using Language Models to Identify Relevant New Information in Inpatient Clinical Note. AMIA Rui Zhang, Serguei V. S. Pakhomov, Janet T. Lee, Genevieve B. Melton
2014	J	`jnl`	Using semantic predications to uncover drug-drug interactions in clinical data. J. Biomed. Informatics Rui Zhang, Michael J. Cairelli, Marcelo Fiszman, Graciela Rosemblat, Halil Kilicoglu, Thomas C. Rindflesch, Serguei V. S. Pakhomov, Genevieve B. Melton
2013	Misc	`conf`	Content Analysis of Patient-Driven Family Health History Tools. AMIA Elizabeth W. Carter, Genevieve B. Melton, Elizabeth S. Chen
2013	Misc	`conf`	Development of a Comprehensive Family Health History Information Model. AMIA Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Genevieve B. Melton
2013	J	`jnl`	Effects of time constraints on clinician-computer interaction: A study on information synthesis from EHR clinical notes. J. Biomed. Informatics Oladimeji Farri, Karen A. Monsen, Serguei V. S. Pakhomov, David S. Pieczkiewicz, Stuart M. Speedie, Genevieve B. Melton
2013	—	`conf`	Navigating Longitudinal Clinical Notes with an Automated Method for Detecting New Information. MedInfo Rui Zhang, Serguei V. S. Pakhomov, Janet T. Lee, Genevieve B. Melton
2013	—	`conf`	Predicate Argument Structure Frames for Modeling Information in Operative Notes. MedInfo Yan Wang, Serguei V. S. Pakhomov, Genevieve B. Melton
2012	Misc	`conf`	A Qualitative Analysis of EHR Clinical Document Synthesis by Clinicians. AMIA Oladimeji Farri, David S. Pieczkiewicz, Ahmed Rahman, Serguei V. S. Pakhomov, Terrence Adam, Genevieve B. Melton
2012	Misc	`conf`	A Study of Actions in Operative Notes. AMIA Yan Wang, Serguei V. S. Pakhomov, Nora Burkart, James O. Ryan, Genevieve B. Melton
2012	Misc	`conf`	Automated Assessment of Medical Training Evaluation Text. AMIA Rui Zhang, Serguei V. S. Pakhomov, Sophia Gladding, Michael Aylward, Emily Borman-Shoap, Genevieve B. Melton
2012	Misc	`conf`	Automated Disambiguation of Acronyms and Abbreviations in Clinical Texts: Window and Training Size Considerations. AMIA Sungrim Moon, Serguei V. S. Pakhomov, Genevieve B. Melton
2012	—	`conf`	Automated identification of relevant new information in clinical narrative. IHI Rui Zhang, Serguei V. S. Pakhomov, Genevieve B. Melton
2012	Misc	`conf`	Characterizing the Use and Contents of Free-Text Family History Comments in the Electronic Health Record. AMIA Elizabeth S. Chen, Genevieve B. Melton, Timothy E. Burdick, Paul Rosenau, Indra Neil Sarkar
2012	Misc	`conf`	Evaluating Semantic Relatedness and Similarity Measures with Standardized MedDRA Queries. AMIA Robert Bill, Ying Liu, Bridget T. McInnes, Genevieve B. Melton, Ted Pedersen, Serguei V. S. Pakhomov
2012	Misc	`conf`	Patient-Specific Surgical Outcomes Assessment Using Population-Based Data Analysis: Risk Model Development. AMIA Thiem Ahmad AbuSalah, Genevieve B. Melton, Terrence Adam
2012	Misc	`conf`	Social and Behavioral History Information in Public Health Datasets. AMIA Genevieve B. Melton, Sharad Manaktala, Indra Neil Sarkar, Elizabeth S. Chen
2012	J	`jnl`	Translating standards into practice: Experiences and lessons learned in biomedicine and health care. J. Biomed. Informatics Elizabeth S. Chen, Genevieve B. Melton, Indra Neil Sarkar
2012	J	`jnl`	Using PharmGKB to train text mining approaches for identifying potential gene targets for pharmacogenomic studies. J. Biomed. Informatics Sergey V. Pakhomov, Bridget T. McInnes, J. Lamba, Y. Liu, Genevieve B. Melton, Yogita Ghodke, N. Bhise, V. Lamba, Angela K. Birnbaum
2012	Misc	`conf`	Using SemRep to Label Semantic Relations Extracted from Clinical Text. AMIA Ying Liu, Robert Bill, Marcelo Fiszman, Thomas C. Rindflesch, Ted Pedersen, Genevieve B. Melton, Serguei V. S. Pakhomov
2011	A	`conf`	HealthTrust: trust-based retrieval of you tube's diabetes channels. CIKM Luis Fernández-Luque, Randi Karlsen, Genevieve B. Melton
2011	J	`jnl`	Towards a framework for developing semantic relatedness reference standards. J. Biomed. Informatics Serguei V. S. Pakhomov, Ted Pedersen, Bridget T. McInnes, Genevieve B. Melton, Alexander Ruggieri, Christopher G. Chute
2011	B	`conf`	Using Second-order Vectors in a Knowledge-based Method for Acronym Disambiguation. CoNLL Bridget T. McInnes, Ted Pedersen, Ying Liu, Serguei V. S. Pakhomov, Genevieve B. Melton
2010	—	`conf`	Automated Identification of Synonyms in Biomedical Acronym Sense Inventories. Louhi@NAACL-HLT Genevieve B. Melton, Sungrim Moon, Bridget T. McInnes, Serguei Pakhomov
2010	J	`jnl`	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. Genevieve B. Melton, Nandhini Raman, Elizabeth S. Chen, Indra Neil Sarkar, Serguei V. S. Pakhomov, Robert D. Madoff
2009	J	`jnl`	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. Sookyung Hyun, Jason S. Shapiro, Genevieve B. Melton, Cara Schlegel, Peter D. Stetson, Stephen B. Johnson, Suzanne Bakken
2008	J	`jnl`	Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases. J. Biomed. Informatics Hui Cao, Genevieve B. Melton, Marianthi Markatou, George Hripcsak
2007	J	`jnl`	Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia. Comput. Biol. Medicine George Hripcsak, Charles Knirsch, Li Zhou, Adam B. Wilcox, Genevieve B. Melton
2006	J	`jnl`	A temporal constraint structure for extracting temporal information from clinical narrative. J. Biomed. Informatics Li Zhou, Genevieve B. Melton, Simon Parsons, George Hripcsak
2006	J	`jnl`	Inter-patient distance metrics using SNOMED CT defining relationships. J. Biomed. Informatics Genevieve B. Melton, Simon Parsons, Frances P. Morrison, Adam S. Rothschild, Marianthi Markatou, George Hripcsak
2005	Misc	`conf`	Clinicians' Perceptions of Usability of eNote. AMIA Janet P. Haas, Suzanne Bakken, Tiffani J. Bright, Genevieve B. Melton, Peter D. Stetson, Stephen B. Johnson
2005	Misc	`conf`	Document Ontology: Supporting Narrative Documents in Electronic Health Records. AMIA Jason S. Shapiro, Suzanne Bakken, Sookyung Hyun, Genevieve B. Melton, Cara Schlegel, Stephen B. Johnson
2005	Misc	`conf`	Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. AMIA Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak
2005	J	`jnl`	Research Paper: Automated Detection of Adverse Events Using Natural Language Processing of Discharge Summaries. J. Am. Medical Informatics Assoc. Genevieve B. Melton, George Hripcsak