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Genevieve B. Melton

university of minnesota twin cities

47H-index
364Paper Count
8.7KCitation Count
Published Papers 84
Publication Date
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Manual vs. AI-Assisted Qualitative Analysis: A Methodological Comparison of Nurse Perspectives on Surgical Recovery
errInternational Journal of Qualitative Methods
IF3.8
err2026-02-27
err0
errOAAI
errJenna L. Marquard; Christie L. Martin; Sam S. N. Theesfeld; Aissa L. Feldmann; Amanda C. Trofholz; Elizabeth C. Wick; Genevieve B. Melton
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Digital interdependence: impact of work spillover during clinical team handoffs
errJournal of the American Medical Informatics Association
IF4.6
err2026-01-01
err0
PREAI
errCross, Dori A.; Weiner, Josh; Neprash, Hannah T.; Melton, Genevieve B.; Olson, Andrew
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errSave
Optimizing sepsis care within a learning health system: qualitatively examining the perspectives of those involved in sepsis care
errJournal of Critical Care
IF2.9
err2025-12-06
err0
PREAI
errEduardo R. Osegueda; Ben Webber; Joseph S. Koopmeiners; Genevieve B. Melton; Timothy J. Beebe; Michael G. Usher; Deborah L. Pestka
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errSave
I CAN DO Surgical ACP (Improving Completion, Accuracy and Dissemination of Surgical Advanced Care Planning): a protocol for a multisite, single-blinded, pragmatic randomised controlled trial to improve ACP completion in older adults in the presurgical setting
errBMJ OPEN
IF2.3
err2025-09-23
err0
errOAAI
errWelton, Lindsay; Colley, Alexis; Sudore, Rebecca L.; Melton, Genevieve B.; Botsford, Chloe; Oreper, Sandra; O'Brien, Samuel E.; Koopmeiners, Joseph S.; Gibbs, Lisa; Carmichael, Joseph C.; Wick, Elizabeth C.
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Ensuring Quality Surgical Care in the 21st Century
errAnnals of Surgery
IF6.4
err2025-08-06
err0
PREAI
errTurner, Patricia L. MD, MBA; Merlino, James MD†; Melton, Genevieve B. MD, PhD‡; Weigel, Ronald J. MD, PhD, MBA§
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Oncologist perspectives on the acceptability, appropriateness, and feasibility of the Cancer and Aging Research Group (CARG) chemotherapy toxicity prediction tool for older adults
errJournal of Geriatric Oncology
IF2.7
err2025-06-27
err0
PREAI
errWhitney V. Johnson; Arjun Gupta; Anne H. Blaes; Chloe Botsford; Joseph S. Koopmeiners; Timothy J. Beebe; Genevieve B. Melton; Deborah L. Pestka
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errSave
A population-based analysis of primary colonic lymphoma: Patterns of care and outcomes
errSURGERY
IF2.7
err2025-06-01
err0
PREAI
errWelton, Lindsay L.; Kohn, Julia F.; Troester, Alexander M.; Tarter, Wyatt; Marmor, Schelomo; Cogan, Jacob C.; Melton, Genevieve B.
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errSave
Master of Digital Health Degree
errJAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
IF55
err2025-05-22
err0
PREAI
errEmbi, Peter J.; Melton, Genevieve B.; Payne, Philip R. O.
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errSave
A comparative analysis of large language models versus traditional information extraction methods for real-world evidence of patient symptomatology in acute and post-acute sequelae of SARS-CoV-2
errPLOS ONE
IF2.6
err2025-05-15
err0
errOAAI
errThakkar, Vedansh; Silverman, Greg M.; Kc, Abhinab; Ingraham, Nicholas E.; Jones, Emma K.; King, Samantha; Melton, Genevieve B.; Zhang, Rui; Tignanelli, Christopher J.
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Combining self-supervision and privileged information for representation learning from tabular data
errKNOWLEDGE AND INFORMATION SYSTEMS
IF3.1
err2025-04-30
err0
errOAAI
errYang, Haoyu; Steinbach, Michael; Melton, Genevieve; Kumar, Vipin; Simon, Gyorgy
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errSave
Practical Guide to the Use of AI-Enabled Analytics in Research
errJAMA SURGERY
IF14.9
err2025-01-08
err1
PREAI
errKothari, Anai N.; Kaji, Amy H.; Melton, Genevieve B.
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errSave
Electronic Surgical Consent Delivery Via Patient Portal to Improve Perioperative Efficiency
errJAMA SURGERY
IF14.9
err2024-11-01
err1
PREAI
errTrang, Karen; Decker, Hannah C.; Gonzalez, Andrew; Pierce, Logan; Shui, Amy M.; Melton-Meaux, Genevieve B.; Wick, Elizabeth C.
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errSave
Meeting the Artificial Intelligence Needs of US Health Systems
errANNALS OF INTERNAL MEDICINE
IF15.2
err2024-10-01
err0
PREAI
errLyons, Patrick G.; Dorr, David A.; Melton, Genevieve B.; Singh, Karandeep; Payne, Philip R. O.
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errSave
ASO Visual Abstract: The Role of Tumor Location on Endoscopic and Surgical Management of Malignant Colon Polyps
errANNALS OF SURGICAL ONCOLOGY
IF3.5
err2024-08-26
err0
errOAAI
errWeaver, Lauren; Boatman, Sonja; Kohn, Julia; Mott, Sarah L.; Gaertner, Wolfgang B.; Madoff, Robert D.; Melton, Genevieve B.; Shaukat, Aasma; Hassan, Imran; Goffredo, Paolo
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A pragmatic, stepped-wedge, hybrid type II trial of interoperable clinical decision support to improve venous thromboembolism prophylaxis for patients with traumatic brain injury
errIMPLEMENTATION SCIENCE
IF13.4
err2024-08-05
err0
errOAAI
errTignanelli, Christopher J.; Shah, Surbhi; Vock, David; Siegel, Lianne; Serrano, Carlos; Haut, Elliott; Switzer, Sean; Martin, Christie L.; Rizvi, Rubina; Peta, Vincent; Jenkins, Peter C.; Lemke, Nicholas; Thyvalikakath, Thankam; Osheroff, Jerome A.; Torres, Denise; Vawdrey, David; Callcut, Rachael A.; Butler, Mary; Melton, Genevieve B.
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errSave
Consensus modeling: Safer transfer learning for small health systems
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-08-01
err0
PREAI
errTourani, Roshan; Murphree, Dennis H.; Sheka, Adam; Melton, Genevieve B.; Kor, Daryl J.; Simon, Gyorgy J.
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errSave
The Role of Tumor Location on Endoscopic and Surgical Management of Malignant Colon Polyps
errANNALS OF SURGICAL ONCOLOGY
IF3.5
err2024-07-30
err1
PREAI
errWeaver, Lauren; Boatman, Sonja; Kohn, Julia; Mott, Sarah L.; Gaertner, Wolfgang B.; Madoff, Robert D.; Melton, Genevieve B.; Shaukat, Aasma; Hassan, Imran; Goffredo, Paolo
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errSave
Beyond Unplanned ICU Transfers: Linking a Revised Definition of Deterioration to Patient Outcomes
errCRITICAL CARE MEDICINE
IF6
err2024-06-04
err0
PREAI
errByrd, Thomas F.; Phelan, Tom A.; Ingraham, Nicholas E.; Langworthy, Benjamin W.; Bhasin, Ajay; Kc, Abhinab; Melton-Meaux, Genevieve B.; Tignanelli, Christopher J.
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errSave
Implementing Telestroke in the Inpatient Setting: Identifying Factors for Success
errSTROKE
IF8.9
err2024-06-01
err0
PREAI
errPestka, Deborah L.; Boes, Samuel; Ramezani, Solmaz; Peters, Maya; Usher, Michael G.; Koopmeiners, Joseph S.; Beebe, Timothy J.; Melton, Genevieve B.; Streib, Christopher D.
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Evaluation of a Clinical Decision Support Tool to Guide Adoption of the American Heart Association Telemetry Monitoring Practice Standards
errJOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
err2024-05-07
err1
errOAAI
errBergstedt, Allen; Hilliard, Brian; Alabsi, Sarah; Usher, Michael G.; Peters, Maya; Grace, James; Melton, Genevieve B.; Beebe, Timothy J.; Pestka, Deborah L.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Clifford Y. Ko
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