Research output per year
Research output per year
- 1 - 50 out of 230 results
Search results
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2024
Advanced Care Planning Content Encoding with Natural Language Processing
Knoll, B. C., Gunderson, M., Rajamani, G., Wick, E. C., Colley, A., Lindemann, E., Rizvi, R., Diethelm, M., Hultman, G., Pierce, L., Zhang, R. & Melton, G. B., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 609-613 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A population-based analysis on the incidence of metachronous colon cancer after endoscopic resection of advanced adenomas with high-grade dysplasia: does location matter?
Boatman, S., Kohn, J., Mott, S. L., Gaertner, W. B., Madoff, R. D., Melton, G. B., Shaukat, A., Hassan, I. & Goffredo, P., 2024, (Accepted/In press) In: Journal of Gastrointestinal Surgery.Research output: Contribution to journal › Article › peer-review
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A Symptom-Based Natural Language Processing Surveillance Pipeline for Post-COVID-19 Patients
Silverman, G. M., Rajamani, G., Ingraham, N. E., Glover, J. K., Sahoo, H. S., Usher, M. G., Zhang, R., Ikramuddin, F., Melnik, T. E., Melton, G. B. & Tignanelli, C. J., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 860-864 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Development and Usability Evaluation of an Opioid Management App
Deshpande, S., Gunderson, M., Rajamani, G., Park, S., Diethelm, M., Marquard, J., Melton, G. & Rizvi, R., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 976-980 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Evolving Interoperability Across a State Public Health Immunization Registry and Electronic Health Records
Rajamani, S., Jiter, N., Leeds, M., Muscoplat, M., White, K. M., Bieringer, A. & Melton, G. B., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 23-27 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge
Zhang, J., Drawz, P. E., Simon, G., Adam, T. J. & Melton, G. B., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 219-223 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Post-Implementation Outcomes of a Remote Patient Monitoring Program After Emergency Department Discharge
Maurer, E. W., Adam, T. J., Eberly, L. E., Alsharit, A., Billecke, S., Annis, T., Badlani, S., Pleasants, S. & Melton, G. B., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 509-513 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Promoting Learning Health System Cycles by Optimizing EHR Data Clinical Concept Encoding Processes
Ranallo, P., Southwell, B., Tignanelli, C., Johnson, S., Krueger, R., Sevareid-Groth, T., Carvel, A. & Melton, G. B., Jan 25 2024, In: Studies in health technology and informatics. 310, p. 68-73 6 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
A novel, evidence-based, comprehensive clinical decision support system improves outcomes for patients with traumatic rib fractures
Jones, E. K., Ninkovic, I., Bahr, M., Dodge, S., Doering, M., Martin, D., Ottosen, J., Allen, T. L., Melton, G. B. & Tignanelli, C. J., Aug 1 2023, In: Journal of Trauma and Acute Care Surgery. 95, 2, p. 161-171 11 p.Research output: Contribution to journal › Article › peer-review
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Crowdsourcing Electronic Health Record Improvements at Scale across an Integrated Health Care Delivery System
Rajamani, G., Diethelm, M., Gunderson, M. A., Talluri, V. S. M., Motz, P., Steinhaus, J. M., LaFlamme, A. E., Jarabek, B., Christiaansen, T., Blade, J. T., Badlani, S. & Melton, G. B., Jan 1 2023, In: Applied clinical informatics. 14, 2, p. 356-364 9 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Development and implementation of an interoperability tool across state public health agency's disease surveillance and immunization information systems
Rajamani, S., Chakoian, H., Bieringer, A., Lintelmann, A., Sanders, J., Ostadkar, R., Saupe, A., Grilli, G., White, K., Solarz, S. & Melton, G. B., Oct 1 2023, In: JAMIA Open. 6, 3, ooad055.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Do electronic health record systems "dumb down" clinicians?
Melton, G. B., Cimino, J. J., Lehmann, C. U., Sengstack, P. R., Smith, J. C., Tierney, W. M. & Miller, R. A., Jan 1 2023, In: Journal of the American Medical Informatics Association. 30, 1, p. 172-177 6 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Endoscopic polypectomy for malignant polyps: Should tumor location (right versus left side) guide clinical decisions?
Boatman, S., Mott, S. L., Shaukat, A., Melton, G. B., Gaertner, W. B., Weiser, M., Ikramuddin, S., Madoff, R., Hassan, I. & Goffredo, P., Mar 2023, In: Surgery (United States). 173, 3, p. 674-680 7 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals
Peng, L., Luo, G., Walker, A., Zaiman, Z., Jones, E. K., Gupta, H., Kersten, K., Burns, J. L., Harle, C. A., Magoc, T., Shickel, B., Steenburg, S. D., Loftus, T., Melton, G. B., Gichoya, J. W., Sun, J. & Tignanelli, C. J., Jan 1 2023, In: Journal of the American Medical Informatics Association. 30, 1, p. 54-63 10 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
How Are Leading Research Institutions Engaging with Data Sharing Tools and Programs?
Hall, E. S., Melton, G. B., Payne, P. R. O., Dorr, D. A. & Vawdrey, D. K., 2023, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2023, p. 397-406 10 p.Research output: Contribution to journal › Article › peer-review
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Large Language Model−Based Chatbot vs Surgeon-Generated Informed Consent Documentation for Common Procedures
Decker, H., Trang, K., Ramirez, J., Colley, A., Pierce, L., Coleman, M., Bongiovanni, T., Melton, G. B. & Wick, E., Oct 2 2023, In: JAMA Network Open. p. E2336997Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Re-Aiming Equity Evaluation in Clinical Decision Support: A Scoping Review of Equity Assessments in Surgical Decision Support Systems
Ingraham, N. E., Jones, E. K., King, S., Dries, J., Phillips, M., Loftus, T., Evans, H. L., Melton, G. B. & Tignanelli, C. J., Mar 1 2023, In: Annals of surgery. 277, 3, p. 359-364 6 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
The Prognostic Significance of Laterality in Endoscopically Resected Colonic Adenomas With High-Grade Dysplasia
Boatman, S., Kohn, J., Mott, S. L., Marmor, S., Madoff, R. D., Gaertner, W. B., Shaukat, A., Melton, G. B., Hassan, I. & Goffredo, P., Jan 2023, In: Techniques and Innovations in Gastrointestinal Endoscopy. 25, 4, p. 352-360 9 p.Research output: Contribution to journal › Article › peer-review
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Validation of a Proprietary Deterioration Index Model and Performance in Hospitalized Adults
Byrd, T. F., Southwell, B., Ravishankar, A., Tran, T., Kc, A., Phelan, T., Melton-Meaux, G. B., Usher, M. G., Scheppmann, D., Switzer, S., Simon, G. & Tignanelli, C. J., Jul 3 2023, In: JAMA Network Open. 6, 7, p. e2324176Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
2022
A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate decision making for patients with suspected COVID-19
Lupei, M. I., Li, D., Ingraham, N. E., Baum, K. D., Benson, B., Puskarich, M., Milbrandt, D., Melton, G. B., Scheppmann, D., Usher, M. G. & Tignanelli, C. J., Jan 2022, In: PloS one. 17, 1 January, e0262193.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Accelerating Surgical Site Infection Abstraction With a Semi-automated Machine-learning Approach
Skube, S. J., Hu, Z., Simon, G. J., Wick, E. C., Arsoniadis, E. G., Ko, C. Y. & Melton, G. B., Jul 1 2022, In: Annals of surgery. 276, 1, p. 180-185 6 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Ambulatory Remote Patient Monitoring Beyond COVID-19: Engagement and Sustainment Considerations
Gunderson, M. & Melton, G. B., Dec 2022, In: Mayo Clinic Proceedings. 97, 12, p. 2184-2185 2 p.Research output: Contribution to journal › Editorial › peer-review
Open Access -
A pilot study demonstrating the impact of surgical bowel preparation on intestinal microbiota composition following colon and rectal surgery
Nalluri-Butz, H., Bobel, M. C., Nugent, J., Boatman, S., Emanuelson, R., Melton-Meaux, G., Madoff, R. D., Jahansouz, C., Staley, C. & Gaertner, W. B., Dec 2022, In: Scientific reports. 12, 1, 10559.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Barriers to and Facilitators for Acceptance of Comprehensive Clinical Decision Support System–Driven Care Maps for Patients with Thoracic Trauma: Interview Study among Health Care Providers and Nurses
Jones, E. K., Banks, A., Melton, G. B., Porta, C. M. & Tignanelli, C. J., Jan 2022, In: JMIR Human Factors. 9, 1, e29019.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Combined Expert and User-Driven Usability Assessment of Trauma Decision Support Systems Improves User-Centered Design
Jones, E. K., Hultman, G., Schmoke, K., Ninkovic, I., Dodge, S., Bahr, M., Melton, G. B., Marquard, J. & Tignanelli, C. J., Nov 2022, In: Surgery (United States). 172, 5, p. 1537-1548 12 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Effect of Integrating Access to a Prescription Drug Monitoring Program Within the Electronic Health Record on the Frequency of Queries by Primary Care Clinicians: A Cluster Randomized Clinical Trial
Neprash, H. T., Vock, D. M., Hanson, A., Elert, B., Short, S., Karaca-Mandic, P., Rothman, A. J., Melton, G. B., Satin, D., Markowitz, R. & Golberstein, E., Jun 5 2022, In: JAMA Health Forum. 3, 6, p. E221852Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Health Information Technology Use among Chronic Disease Patients: An Analysis of the United States Health Information National Trends Survey
Rajamani, G., Lindemann, E., Evans, M. D., Pillai, R., Badlani, S. & Melton, G. B., May 1 2022, In: Applied clinical informatics. 13, 3, p. 752-766 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Implementation and Analysis of an Institution-Wide EHR-Integrated Handoff Note
Arsoniadis, E. G., Jahansouz, C., Olsen, R., Skube, S. J., Marquard, J., Kim, M., Bjerke, T., Kaun, T. & Melton, G. B., Jun 6 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 390-394 5 p. (Studies in Health Technology and Informatics; vol. 290).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
MTAP - A Distributed Framework for NLP Pipelines
Knoll, B. C., Mcewan, R., Finzel, R., Silverman, G., Zhang, R., Pakhomov, S. V. S. & Melton, G. B., 2022, Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022. Institute of Electrical and Electronics Engineers Inc., p. 537-538 2 p. (Proceedings - 2022 IEEE 10th International Conference on Healthcare Informatics, ICHI 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Patient Heterogeneity and the J-Curve Relationship between Time-to-Antibiotics and the Outcomes of Patients Admitted with Bacterial Infection∗
Usher, M. G., Tourani, R., Webber, B., Tignanelli, C. J., Ma, S., Pruinelli, L., Rhodes, M., Sahni, N., Olson, A. P., Melton, G. B. & Simon, G. J., May 1 2022, In: Critical care medicine. 50, 5, p. 799-809 11 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Performance of a Chest Radiograph AI Diagnostic Tool for COVID-19: A Prospective Observational Study
Sun, J., Peng, L., Li, T., Adila, D., Zaiman, Z., Melton-Meaux, G. B., Ingraham, N. E., Murray, E., Boley, D., Switzer, S., Burns, J. L., Huang, K., Allen, T., Steenburg, S. D., Gichoya, J. W., Kummerfeld, E. & Tignanelli, C. J., Jul 2022, In: Radiology: Artificial Intelligence. 4, 4, e210217.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
PRescribing interventions for chronic pain using the electronic health record (PRINCE): Study protocol
Vock, D. M., Neprash, H. T., Hanson, A. V., Elert, B. A., Satin, D. J., Rothman, A. J., Short, S., Karaca-Mandic, P., Markowitz, R., Melton, G. B. & Golberstein, E., Oct 2022, In: Contemporary Clinical Trials. 121, 106905.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Research data warehouse best practices: Catalyzing national data sharing through informatics innovation
Murphy, S. N., Visweswaran, S., Becich, M. J., Campion, T. R., Knosp, B. M., Melton-Meaux, G. B. & Lenert, L. A., Apr 1 2022, In: Journal of the American Medical Informatics Association. 29, 4, p. 581-584 4 p.Research output: Contribution to journal › Review article › peer-review
1 Scopus citations -
Responding to COVID-19 Through Interhospital Resource Coordination: A Mixed-Methods Evaluation
Usher, M. G., Tignanelli, C. J., Hilliard, B., Kaltenborn, Z. P., Lupei, M. I., Simon, G., Shah, S., Kirsch, J. D., Melton, G. B., Ingraham, N. E., Olson, A. P. J. & Baum, K. D., Jun 1 2022, In: Journal of Patient Safety. 18, 4, p. 287-294 8 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Strategies for building robust prediction models using data unavailable at prediction time
Yang, H., Tourani, R., Zhu, Y., Kumar, V., Melton, G. B., Steinbach, M. & Simon, G., Jan 1 2022, In: Journal of the American Medical Informatics Association. 29, 1, p. 72-79 8 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Test Performance of Cervical Cytology among Adults with vs Without Human Papillomavirus Vaccination
Teoh, D., Nam, G., Aase, D. A., Russell, R., Melton, G. B., Kulasingam, S. & Vogel, R. I., May 25 2022, In: JAMA Network Open. 5, 5, p. E2214020Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
The role of organizational culture in health information technology implementations: A scoping review
Rajamani, S., Hultman, G., Bakker, C. & Melton, G. B., Jul 2022, In: Learning Health Systems. 6, 3, e10299.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
2021
Addressing current and upcoming challenges in healthcare analytics
Melton, G. B., Jan 1 2021, Analytics in Healthcare: An Introduction. Taylor and Francis, p. 35-45 11 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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A fast, resource efficient, and reliable rule-based system for COVID-19 symptom identification
Sahoo, H. S., Silverman, G. M., Ingraham, N. E., Lupei, M. I., Puskarich, M. A., Finzel, R. L., Sartori, J., Zhang, R., Knoll, B. C., Liu, S., Liu, H., Melton, G. B., Tignanelli, C. J. & Pakhomov, S. V. S., Jul 1 2021, In: JAMIA Open. 4, 3, ooab070.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Analytics in healthcare: An introduction
Gensinger, R. A., Adams, J., Gaston, J. E., Garets, D., Melton, G. B., Ott, K., Simon, G. J., Smaltz, D. H., VanNorman, S. & Wells, N. A., Jan 1 2021, Taylor and Francis. 119 p.Research output: Book/Report › Book
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Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm
Zhu, Y., Simon, G. J., Wick, E. C., Abe-Jones, Y., Najafi, N., Sheka, A., Tourani, R., Skube, S. J., Hu, Z. & Melton, G. B., Jun 2021, In: Journal of the American College of Surgeons. 232, 6, p. 963-971.e1Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Building the evidence-base to reduce electronic health record-related clinician burden
Dymek, C., Kim, B., Melton, G. B., Payne, T. H., Singh, H. & Hsiao, C. J., May 1 2021, In: Journal of the American Medical Informatics Association. 28, 5, p. 1057-1061 5 p.Research output: Contribution to journal › Article › peer-review
25 Scopus citations -
Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles
Lusczek, E. R., Ingraham, N. E., Karam, B. S., Proper, J., Siegel, L., Helgeson, E. S., Lotfi-Emran, S., Zolfaghari, E. J., Jones, E., Usher, M. G., Chipman, J. G., Dudley, R. A., Benson, B., Melton, G. B., Charles, A., Lupei, M. I. & Tignanelli, C. J., Mar 2021, In: PloS one. 16, 3 March 2021, e0248956.Research output: Contribution to journal › Article › peer-review
Open Access31 Scopus citations -
Electronic health records
Melton, G. B., McDonald, C. J., Tang, P. C. & Hripcsak, G., Jul 2 2021, Biomedical Informatics: Computer Applications in Health Care and Biomedicine: Fifth Edition. Springer International Publishing, p. 467-509 43 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
7 Scopus citations -
Evaluation of an intrahospital telemedicine program for patients admitted with COVID-19: Mixed methods study
Legler, S., Diehl, M., Hilliard, B., Olson, A., Markowitz, R., Tignanelli, C., Melton, G. B., Broccard, A., Kirsch, J. & Usher, M., Apr 1 2021, In: Journal of medical Internet research. 23, 4, e25987.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Heterogeneity in COVID-19 Patients at Multiple Levels of Granularity: From Biclusters to Clinical Interventions
Bhavnani, S. K., Kummerfeld, E., Zhang, W., Kuo, Y. F., Garg, N., Visweswaran, S., Raji, M., Radhakrishnan, R., Golvoko, G., Hatch, S., Usher, M., Melton-Meaux, G. & Tignanelli, C., 2021, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2021, p. 112-121 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Identifying Mentions of Life Stressors in Clinical Notes
Datar, S., Lindemann, E. A., Silverman, G., McEwan, R., Finzel, R., Kotlyar, M., Melton, G. B. & Pakhomov, S. V. S., Aug 2021, Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics, ISCHI 2021. Institute of Electrical and Electronics Engineers Inc., p. 153-160 8 p. (Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics, ISCHI 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Implementation of an anticoagulation practice guideline for covid-19 via a clinical decision support system in a large academic health system and its evaluation: Observational study
Shah, S., Switzer, S., Shippee, N. D., Wogensen, P., Kosednar, K., Jones, E., Pestka, D. L., Badlani, S., Butler, M., Wagner, B., White, K., Rhein, J., Benson, B., Reding, M., Usher, M., Melton, G. B. & Tignanelli, C. J., Nov 2021, In: JMIR Medical Informatics. 9, 11, e30743.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Modifying Crohn’s colitis recurrence through surgery? The Jury is still out
Sang, A., Shmidt, E. & Melton, G. B., Dec 7 2021, In: Clinical and translational gastroenterology. 12, 12, e00421.Research output: Contribution to journal › Review article › peer-review
Open Access -
Nlp methods for extraction of symptoms from unstructured data for use in prognostic covid-19 analytic models
Silverman, G. M., Sahoo, H. S., Ingraham, N. E., Lupei, M., Puskarich, M. A., Usher, M., Dries, J., Finzel, R. L., Murray, E., Sartori, J., Simon, G., Zhang, R., Melton, G. B., Tignanelli, C. J. & Pakhomov, S. V. S., 2021, In: Journal of Artificial Intelligence Research. 72, p. 429-474 46 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations