Genevieve B. Melton

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 73

Top Venues

AMIA

MedInfo

J. Am. Medical Informatics Assoc.

CRI

Publications

Shuang Zhou, Sirui Ding, Jiashuo Wang, Mingquan Lin, Genevieve B. Melton, Rui Zhang
Interpretable Differential Diagnosis with Dual-Inference Large Language Models. CoRR (2024)
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 (2024)
Jianqiu Zhang, Paul E. Drawz, György Simon, Terrence J. Adam, Genevieve B. Melton
Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge. MedInfo (2023)
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)
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)
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)
Sagar Deshpande, Melissa Gunderson, Geetanjali Rajamani, Suhyun Park, Molly Diethelm, Jenna Marquard, Genevieve B. Melton, Rubina F. Rizvi
Development and Usability Evaluation of an Opioid Management App. MedInfo (2023)
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)
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)
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)
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) (2022)
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)
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) (2022)
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)
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) (2021)
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)
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 (2021)
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 (2021)
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) (2021)
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 (2021)
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)
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) (2020)
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)
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) (2020)
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)
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)
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)
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)
Christine Dymek, Thomas H. Payne, Genevieve B. Melton, Hardeep Singh
Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences. AMIA (2019)
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)
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) (2019)
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) (2019)
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) (2018)
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)
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)
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)
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)
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)
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. 8 (04) (2017)
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)
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)
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)
Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Genevieve B. Melton
How do physcians read electronic progress notes? AMIA (2017)
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)
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)
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)
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)
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)
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)
Yadan Fan, Lu He, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang
Classifying Supplement Use Status in Clinical Notes. CRI (2017)
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)
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 (2017)
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)
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)
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)
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)
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) (2017)
Gregory P. Finley, Serguei V. S. Pakhomov, Genevieve B. Melton
Automated De-Identification of Distributional Semantic Models. AMIA (2016)
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)
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)
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)
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)
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) (2016)
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. 7 (02) (2016)
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)
Gregory P. Finley, Serguei V. S. Pakhomov, Reed McEwan, Genevieve B. Melton
Towards Comprehensive Clinical Abbreviation Disambiguation Using Machine-Labeled Training Data. AMIA (2016)
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)
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)
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)
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)
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)
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 (2016)
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)
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)
Zhen Hu, Genevieve B. Melton, György J. Simon
Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections. ICHI (2015)
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)
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)
Yan Wang, Serguei Pakhomov, James O. Ryan, Genevieve B. Melton
Domain adaption of parsing for operative notes. J. Biomed. Informatics 54 (2015)
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)
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)
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) (2015)
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)
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)
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)
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)
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) (2015)
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)
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)
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 (2014)
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)
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)
Yan Wang, Serguei V. S. Pakhomov, James O. Ryan, Genevieve B. Melton
Semantic Role Labeling for Modeling Surgical Procedures in Operative Notes. AMIA (2014)
Sripriya Rajamani, Elizabeth S. Chen, Yan Wang, Genevieve B. Melton
Extending the HL7/LOINC Document Ontology Settings of Care. AMIA (2014)
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)
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)
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 (2014)
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)
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) (2014)
Yan Wang, Serguei V. S. Pakhomov, Genevieve B. Melton
Predicate Argument Structure Frames for Modeling Information in Operative Notes. MedInfo (2013)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Genevieve B. Melton