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Melody Greer

TitleAssistant Professor
InstitutionUniversity of Arkansas for Medical Sciences
DepartmentBiomedical Informatics, College of Medicine
Address501 Jack Stephens Drive
Mail Slot # 782
Little Rock AR 72205
Phone501-320-7551
ORCID ORCID Icon0000-0002-1070-5907 Additional info
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    Collapse Research 
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    OIA     (BYRUM, STEPHANIE D)Jul 1, 2022 - Aug 31, 2023
    National Science Foundation - Pass Through: Arkansas Economic Development Commission
    Robust and Trusted Data Analytics: From Smart Curation to Socially Aware Decision Making (Area 1, Coordinated Data Science Cyber Infrastructure) Year 3
    Role: Principal Investigator
    OIA-1946391     (BYRUM, STEPHANIE D)Jul 1, 2022 - Aug 31, 2023
    National Science Foundation - Pass Through: Arkansas Economic Development Commission
    Robust and Trusted Data Analytics: From Smart Curation to Socially Aware Decision Making (Area 1, Coordinated Data Science Cyber Infrastructure) Year 3
    Role: Principal Investigator
    ME-1409-22573-IC     (ZOZUS, MEREDITH)Mar 1, 2016 - May 31, 2020
    Patient-Centered Outcomes Research Institute
    PCORI-Accuracy of Data
    Role: Co-Investigator

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    1. McBain SA, Cleavenger K, Bull C, Payakachat N, Greer M. Perceptions of tech-based mental health screening. Trauma Surg Acute Care Open. 2024; 9(1):e001198. PMID: 38390474.
      View in: PubMed
    2. Bikkanuri M, Robins TT, Wong L, Seker E, Greer ML, Williams TB, Garza MY. Measuring the Coverage of the HL7? FHIR? Standard in Supporting Data Acquisition for 3 Public Health Registries. J Med Syst. 2024 Feb 08; 48(1):18. PMID: 38329594.
      View in: PubMed
    3. Honcoop A, Roberts JR, Davis B, Pope C, Dawley E, McCulloh RJ, Garza MY, Greer ML, Snowden J, Fu LY, Young H, Dehority W, Enlow PT, Watts DJ, Queen K, Costello LM, Alamarat Z, Darden PM. COVID-19 Vaccine Hesitancy Among Parents: A Qualitative Study. Pediatrics. 2023 Nov 01; 152(5). PMID: 37867449.
      View in: PubMed
    4. Conner CL, Redding MC, Seker E, Greer ML, Garza MY. Protocol for the Evaluation of Data-Related Processes and Challenges at Level 1-4 Trauma Centers in Arkansas: A Mixed-Methods Case Study. Res Sq. 2023 Oct 30. PMID: 37961569.
      View in: PubMed
    5. Greer ML, Garza MY, Sample S, Bhattacharyya S. Social Determinants of Health Data Quality at Different Levels of Geographic Detail. Stud Health Technol Inform. 2023 May 18; 302:217-221. PMID: 37203650.
      View in: PubMed
    6. Greer M, Garza MY, Lee J, Prior F, Tarbox L, Tobler J, Walden A, Zozus MN, Snowden J. Informatics infrastructure in a rural pediatric clinical trials network: Matching specific clinical research needs with best practices and industry guidelines. Contemp Clin Trials. 2023 03; 126:107110. PMID: 36738915.
      View in: PubMed
    7. Greer ML, Zayas CE, Bhattacharyya S. Repeatable enhancement of healthcare data with social determinants of health. Front Big Data. 2022; 5:894598. PMID: 35979428.
      View in: PubMed
    8. Seker E, Talburt JR, Greer ML. Preprocessing to Address Bias in Healthcare Data. Stud Health Technol Inform. 2022 May 25; 294:327-331. PMID: 35612086.
      View in: PubMed
    9. Wong L, Yu F, Bhattacharyya S, Greer ML. Covid-19 Positivity Differences Among Patients of a Rural, Southern US State Hospital System Based on Population Density, Rural-Urban Classification, and Area Deprivation Index. Stud Health Technol Inform. 2022 May 25; 294:701-702. PMID: 35612181.
      View in: PubMed
    10. Syed S, Angel AJ, Syeda HB, Jennings CF, VanScoy J, Syed M, Greer M, Bhattacharyya S, Al-Shukri S, Zozus M, Prior F, Tharian B. TAX-Corpus: Taxonomy based Annotations for Colonoscopy Evaluation. Biomed Eng Syst Technol Int Jt Conf BIOSTEC Revis Sel Pap. 2022 Feb; 2022:162-169. PMID: 35300321.
      View in: PubMed
    11. Syed S, Angel AJ, Syeda HB, Jennings CF, VanScoy J, Syed M, Greer M, Bhattacharyya S, Zozus M, Tharian B, Prior F. The h-ANN Model: Comprehensive Colonoscopy Concept Compilation Using Combined Contextual Embeddings. Biomed Eng Syst Technol Int Jt Conf BIOSTEC Revis Sel Pap. 2022 Feb; 5:189-200. PMID: 35373222.
      View in: PubMed
    12. Syed M, Sexton K, Greer M, Syed S, VanScoy J, Kawsar F, Olson E, Patel K, Erwin J, Bhattacharyya S, Zozus M, Prior F. DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. Biomed Eng Syst Technol Int Jt Conf BIOSTEC Revis Sel Pap. 2022 Feb; 5:640-647. PMID: 35386186.
      View in: PubMed
    13. Greer ML, Davis K, Stack BC. Machine learning can identify patients at risk of hyperparathyroidism without known calcium and intact parathyroid hormone. Head Neck. 2022 04; 44(4):817-822. PMID: 34953008.
      View in: PubMed
    14. Syed M, Syed S, Sexton K, Greer ML, Zozus M, Bhattacharyya S, Syed F, Prior F. Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review. Stud Health Technol Inform. 2021 May 27; 281:799-803. PMID: 34042688.
      View in: PubMed
    15. Syed S, Tharian B, Syeda HB, Zozus M, Greer ML, Bhattacharyya S, Syed M, Prior F. Consolidated EHR Workflow for Endoscopy Quality Reporting. Stud Health Technol Inform. 2021 May 27; 281:427-431. PMID: 34042779.
      View in: PubMed
    16. Greer ML, Sample S, Jensen HK, McBain S, Lipschitz R, Sexton KW. COVID-19 Is Connected with Lower Health Literacy in Rural Areas. Stud Health Technol Inform. 2021 May 27; 281:804-808. PMID: 34042689.
      View in: PubMed
    17. Syed S, Syed M, Prior F, Zozus M, Syeda HB, Greer ML, Bhattacharyya S, Garg S. Machine Learning Approach to Optimize Sedation Use in Endoscopic Procedures. Stud Health Technol Inform. 2021 May 27; 281:183-187. PMID: 34042730.
      View in: PubMed
    18. Syed M, Al-Shukri S, Syed S, Sexton K, Greer ML, Zozus M, Bhattacharyya S, Prior F. DeIDNER Corpus: Annotation of Clinical Discharge Summary Notes for Named Entity Recognition Using BRAT Tool. Stud Health Technol Inform. 2021 May 27; 281:432-436. PMID: 34042780.
      View in: PubMed
    19. Quilao RJ, Greer M, Stack BC. Investigating the potential underdiagnosis of primary hyperparathyroidism at the University of Arkansas for Medical Sciences. Laryngoscope Investig Otolaryngol. 2020 Aug; 5(4):773-777. PMID: 32864451.
      View in: PubMed
    20. Gadde MA, Wang Z, Zozus M, Talburt JB, Greer ML. Rules Based Data Quality Assessment on Claims Database. Stud Health Technol Inform. 2020 Jun 26; 272:350-353. PMID: 32604674.
      View in: PubMed
    21. Penning ML, Blach C, Walden A, Wang P, Donovan KM, Garza MY, Wang Z, Frund J, Syed S, Syed M, Del Fiol G, Newby LK, Pieper C, Zozus M. Near Real Time EHR Data Utilization in a Clinical Study. Stud Health Technol Inform. 2020 Jun 16; 270:337-341. PMID: 32570402.
      View in: PubMed
    22. Syed S, Syed M, Syeda HB, Prior F, Zozus M, Penning ML, Orloff M. Document Oriented Graphical Analysis and Prediction. Stud Health Technol Inform. 2020 Jun 16; 270:183-187. PMID: 32570371.
      View in: PubMed
    23. Gadde M, Penning M. A Computational Adverse Event Detection Matrix. Stud Health Technol Inform. 2020 Jun 16; 270:118-122. PMID: 32570358.
      View in: PubMed
    24. John Talburt, Daniel Pullen, Melody Penning. Information Quality in Information Fusion and Decision Making. Evaluating and Improving Data Fusion Accuracy. 2019.
    25. Wang Z, Penning M, Zozus M. Analysis of Anesthesia Screens for Rule-Based Data Quality Assessment Opportunities. Stud Health Technol Inform. 2019; 257:473-478. PMID: 30741242.
      View in: PubMed
    26. Penning M, Gadde M, Zozus M. A Qualitative Evidence Synthesis of Adverse Event Detection Methodologies. Stud Health Technol Inform. 2019; 257:346-351. PMID: 30741221.
      View in: PubMed
    27. Meredith N Zozus, Melody Penning, William E Hammond. Factors impacting physician use of information charted by others. JAMIA Open. 2018.
      View Publication
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