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Liu S, McCoy AB, Peterson JF, Lasko TA, Sittig DF, Nelson SD, Andrews J, Patterson L, Cobb CM, Mulherin D, Morton CT, Wright A. Leveraging explainable artificial intelligence to optimize clinical decision support. J Am Med Inform Assoc. 2024 Apr 3;31(4):968-974. doi: 10.1093/jamia/ocae019. PubMed PMID: 38383050; PubMed Central PMCID: PMC10990514.
Liu S, McCoy AB, Wright AP, Carew B, Genkins JZ, Huang SS, Peterson JF, Steitz B, Wright A. Leveraging large language models for generating responses to patient messages-a subjective analysis. J Am Med Inform Assoc. 2024 Mar 18;. doi: 10.1093/jamia/ocae052. [Epub ahead of print] PubMed PMID: 38497958.
Liu S, McCoy AB, Wright AP, Nelson SD, Huang SS, Ahmad HB, Carro SE, Franklin J, Brogan J, Wright A. Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support. J Am Med Inform Assoc. 2024 Mar 7;. doi: 10.1093/jamia/ocae041. [Epub ahead of print] PubMed PMID: 38452289.
Steitz BD, McCoy AB, Reese TJ, Liu S, Weavind L, Shipley K, Russo E, Wright A. Development and Validation of a Machine Learning Algorithm Using Clinical Pages to Predict Imminent Clinical Deterioration. J Gen Intern Med. 2024 Jan;39(1):27-35. doi: 10.1007/s11606-023-08349-3. Epub 2023 Aug 1. PubMed PMID: 37528252; PubMed Central PMCID: PMC10817885.
Guo K, McCoy AB, Reese TJ, Wright A, Rosenbloom ST, Liu S, Russo EM, Steitz BD. POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data. Appl Clin Inform. 2023 Oct;14(5):833-842. doi: 10.1055/a-2148-6414. Epub 2023 Aug 4. PubMed PMID: 37541656; PubMed Central PMCID: PMC10584391.
McCoy AB, Russo EM, Wright A. Clickbusters letter response. J Am Med Inform Assoc. 2023 Sep 25;30(10):1755. doi: 10.1093/jamia/ocad150. PubMed PMID: 37535834; PubMed Central PMCID: PMC10531101.
Gusdorf RE, Shah KP, Triana AJ, McCoy AB, Pabla B, Scoville E, Dalal R, Beaulieu DB, Schwartz DA, Horst SN, Griffith ML. A patient education intervention improved rates of successful video visits during rapid implementation of telehealth. J Telemed Telecare. 2023 Sep;29(8):607-612. doi: 10.1177/1357633X211008786. Epub 2021 May 11. PubMed PMID: 33975506.
Liu S, McCoy AB, Aldrich MC, Sandler KL, Reese TJ, Steitz B, Bian J, Wu Y, Russo E, Wright A. Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record. Int J Med Inform. 2023 Sep;177:105136. doi: 10.1016/j.ijmedinf.2023.105136. Epub 2023 Jun 26. PubMed PMID: 37392712; NIHMSID:NIHMS1915049.
Douthit BJ, McCoy AB, Nelson SD. The Impact of Clinical Decision Support on Health Disparities and the Digital Divide. Yearb Med Inform. 2023 Aug;32(1):169-178. doi: 10.1055/s-0043-1768722. Epub 2023 Jul 6. Review. PubMed PMID: 37414030; PubMed Central PMCID: PMC10751127.
Mayberry LS, Guy C, Hendrickson CD, McCoy AB, Elasy T. Rates and Correlates of Uptake of Continuous Glucose Monitors Among Adults with Type 2 Diabetes in Primary Care and Endocrinology Settings. J Gen Intern Med. 2023 Aug;38(11):2546-2552. doi: 10.1007/s11606-023-08222-3. Epub 2023 May 30. PubMed PMID: 37254011; PubMed Central PMCID: PMC10228889.
Sunthankar SD, Zhao J, Wei WQ, Hill GD, Parra DA, Kohl K, McCoy A, Jayaram NM, Godown J. Machine Learning to Predict Interstage Mortality Following Single Ventricle Palliation: A NPC-QIC Database Analysis. Pediatr Cardiol. 2023 Aug;44(6):1242-1250. doi: 10.1007/s00246-023-03130-z. Epub 2023 Feb 23. PubMed PMID: 36820914; PubMed Central PMCID: PMC10627450.
Liu S, McCoy AB, Wright AP, Carew B, Genkins JZ, Huang SS, Peterson JF, Steitz B, Wright A. Leveraging Large Language Models for Generating Responses to Patient Messages. medRxiv. 2023 Jul 16;. doi: 10.1101/2023.07.14.23292669. PubMed PMID: 37503263; PubMed Central PMCID: PMC10370222.
Samal L, Wu E, Aaron S, Kilgallon JL, Gannon M, McCoy A, Blecker S, Dykes PC, Bates DW, Lipsitz S, Wright A. Refining Clinical Phenotypes to Improve Clinical Decision Support and Reduce Alert Fatigue: A Feasibility Study. Appl Clin Inform. 2023 May;14(3):528-537. doi: 10.1055/s-0043-1768994. Epub 2023 Jul 12. PubMed PMID: 37437601; PubMed Central PMCID: PMC10338104.
Liu S, Wright AP, Patterson BL, Wanderer JP, Turer RW, Nelson SD, McCoy AB, Sittig DF, Wright A. Using AI-generated suggestions from ChatGPT to optimize clinical decision support. J Am Med Inform Assoc. 2023 Jun 20;30(7):1237-1245. doi: 10.1093/jamia/ocad072. PubMed PMID: 37087108; PubMed Central PMCID: PMC10280357.
Bunney G, Sundaram V, Graber-Naidich A, Miller K, Brown I, McCoy AB, Freeze B, Berger D, Wright A, Yiadom MYAB. Beyond chest pain: Incremental value of other variables to identify patients for an early ECG. Am J Emerg Med. 2023 May;67:70-78. doi: 10.1016/j.ajem.2023.01.054. Epub 2023 Feb 8. PubMed PMID: 36806978.
Kavoussi NL, Da Silva A, Floyd C, McCoy A, Koyama T, Hsi RS. Feasibility of stone recurrence risk stratification using the recurrence of kidney stone (ROKS) nomogram. Urolithiasis. 2023 Apr 17;51(1):73. doi: 10.1007/s00240-023-01446-2. PubMed PMID: 37067633.
Liu S, Wright AP, Patterson BL, Wanderer JP, Turer RW, Nelson SD, McCoy AB, Sittig DF, Wright A. Assessing the Value of ChatGPT for Clinical Decision Support Optimization. medRxiv. 2023 Feb 23;. doi: 10.1101/2023.02.21.23286254. PubMed PMID: 36865144; PubMed Central PMCID: PMC9980251.
Stollings JL, Koo G, Lindsell CJ, Dear ML, McCoy A, Rice TW, Phillips EJ, Stone CA Jr. Risk-stratified management to remove low-risk penicillin allergy labels in the patients with COVID-19 in the intensive care unit. J Allergy Clin Immunol Pract. 2023 Feb;11(2):632-635. doi: 10.1016/j.jaip.2022.08.043. Epub 2022 Sep 11. PubMed PMID: 36100133; PubMed Central PMCID: PMC9464306.
Liu S, Schlesinger JJ, McCoy AB, Reese TJ, Steitz B, Russo E, Koh B, Wright A. New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record. J Am Med Inform Assoc. 2022 Dec 13;30(1):120-131. doi: 10.1093/jamia/ocac210. PubMed PMID: 36303456; PubMed Central PMCID: PMC9748586.
Rubins D, McCoy AB, Dutta S, McEvoy DS, Patterson L, Miller A, Jackson JG, Zuccotti G, Wright A. Real-Time User Feedback to Support Clinical Decision Support System Improvement. Appl Clin Inform. 2022 Oct;13(5):1024-1032. doi: 10.1055/s-0042-1757923. Epub 2022 Oct 26. PubMed PMID: 36288748; PubMed Central PMCID: PMC9605820.
Reese TJ, Liu S, Steitz B, McCoy A, Russo E, Koh B, Ancker J, Wright A. Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials. J Am Med Inform Assoc. 2022 Sep 12;29(10):1744-1756. doi: 10.1093/jamia/ocac089. PubMed PMID: 35652167; PubMed Central PMCID: PMC9471719.
Nelson SD, McCoy AB, Rector H, Teare AJ, Barrett TW, Sigworth EA, Chen Q, Edwards DA, Marcovitz DE, Wright A. Assessment of a Naloxone Coprescribing Alert for Patients at Risk of Opioid Overdose: A Quality Improvement Project. Anesth Analg. 2022 Jul 1;135(1):26-34. doi: 10.1213/ANE.0000000000005976. Epub 2022 Jun 16. PubMed PMID: 35343932; PubMed Central PMCID: PMC10823563.
Koo G, Stollings JL, Lindsell C, Dear ML, Kripalani S, Nelson GE, McCoy AB, Rice TW, Phillips EJ, Stone CA Jr. Low-risk penicillin allergy delabeling through a direct oral challenge in immunocompromised and/or multiple drug allergy labeled patients in a critical care setting. J Allergy Clin Immunol Pract. 2022 Jun;10(6):1660-1663.e2. doi: 10.1016/j.jaip.2022.01.041. Epub 2022 Feb 5. PubMed PMID: 35131513; PubMed Central PMCID: PMC9188986.
Knake LA, Alrifai MW, McCoy AB, Guthrie SO, Wright A, Lehmann CU, Hatch LD 3rd. Factors associated with initial tidal volume selection during neonatal volume-targeted ventilation in two NICUs: a retrospective cohort study. J Perinatol. 2022 Jun;42(6):756-760. doi: 10.1038/s41372-022-01362-0. Epub 2022 Mar 12. PubMed PMID: 35279706; PubMed Central PMCID: PMC8917474.
Chaparro JD, Beus JM, Dziorny AC, Hagedorn PA, Hernandez S, Kandaswamy S, Kirkendall ES, McCoy AB, Muthu N, Orenstein EW. Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts. Appl Clin Inform. 2022 May;13(3):560-568. doi: 10.1055/s-0042-1748856. Epub 2022 May 25. Review. PubMed PMID: 35613913; PubMed Central PMCID: PMC9132737.
McCoy AB, Russo EM, Johnson KB, Addison B, Patel N, Wanderer JP, Mize DE, Jackson JG, Reese TJ, Littlejohn S, Patterson L, French T, Preston D, Rosenbury A, Valdez C, Nelson SD, Aher CV, Alrifai MW, Andrews J, Cobb C, Horst SN, Johnson DP, Knake LA, Lewis AA, Parks L, Parr SK, Patel P, Patterson BL, Smith CM, Suszter KD, Turer RW, Wilcox LJ, Wright AP, Wright A. Clinician collaboration to improve clinical decision support: the Clickbusters initiative. J Am Med Inform Assoc. 2022 May 11;29(6):1050-1059. doi: 10.1093/jamia/ocac027. PubMed PMID: 35244165; PubMed Central PMCID: PMC9093034.
Wilimitis D, Turer RW, Ripperger M, McCoy AB, Sperry SH, Fielstein EM, Kurz T, Walsh CG. Integration of Face-to-Face Screening With Real-time Machine Learning to Predict Risk of Suicide Among Adults. JAMA Netw Open. 2022 May 2;5(5):e2212095. doi: 10.1001/jamanetworkopen.2022.12095. PubMed PMID: 35560048; PubMed Central PMCID: PMC9107032.
Gregory JM, Slaughter JC, Duffus SH, Smith TJ, LeStourgeon LM, Jaser SS, McCoy AB, Luther JM, Giovannetti ER, Boeder S, Pettus JH, Moore DJ. Erratum. COVID-19 Severity Is Tripled in the Diabetes Community: A Prospective Analysis of the Pandemic's Impact in Type 1 and Type 2 Diabetes. Diabetes Care 2021;44:526-532. Diabetes Care. 2022 May 1;45(5):1299. doi: 10.2337/dc22-er05c. PubMed PMID: 35235947; PubMed Central PMCID: PMC9174957.
Shah KP, Triana AJ, Gusdorf RE, McCoy AB, Pabla B, Scoville E, Dalal R, Beaulieu DB, Schwartz DA, Griffith ML, Horst SN. Demographic Factors Associated With Successful Telehealth Visits in Inflammatory Bowel Disease Patients. Inflamm Bowel Dis. 2022 Mar 2;28(3):358-363. doi: 10.1093/ibd/izab068. PubMed PMID: 33769496.
Brown AR, McCoy AB, Wright A, Nelson SD. Decluttering the problem list in electronic health records. Am J Health Syst Pharm. 2022 Feb 18;79(Suppl 1):S8-S12. doi: 10.1093/ajhp/zxab381. PubMed PMID: 34597358.
Carroll AR, McCoy AB, Modes K, Krehnbrink M, Starnes LS, Frost PA, Johnson DP. Decreasing pre-procedural fasting times in hospitalized children. J Hosp Med. 2022 Feb;17(2):96-103. doi: 10.1002/jhm.12782. Epub 2022 Feb 14. PubMed PMID: 35504576; PubMed Central PMCID: PMC9097721.
Bright TJ, Williams KS, Rajamani S, Tiase VL, Senathirajah Y, Hebert C, McCoy AB. Making the case for workforce diversity in biomedical informatics to help achieve equity-centered care: a look at the AMIA First Look Program. J Am Med Inform Assoc. 2021 Dec 28;29(1):171-175. doi: 10.1093/jamia/ocab246. PubMed PMID: 34963144; PubMed Central PMCID: PMC8714276.
D'Amore JD, McCrary LK, Denson J, Li C, Vitale CJ, Tokachichu P, Sittig DF, McCoy AB, Wright A. Clinical data sharing improves quality measurement and patient safety. J Am Med Inform Assoc. 2021 Jul 14;28(7):1534-1542. doi: 10.1093/jamia/ocab039. PubMed PMID: 33712850; PubMed Central PMCID: PMC8279795.
Forbes CM, McCoy AB, Hsi RS. Clinician Versus Nomogram Predicted Estimates of Kidney Stone Recurrence Risk. J Endourol. 2021 Jun;35(6):847-852. doi: 10.1089/end.2020.0978. Epub 2020 Nov 16. PubMed PMID: 33081520; PubMed Central PMCID: PMC8418519.
Schneider TM, Eadon MT, Cooper-DeHoff RM, Cavanaugh KL, Nguyen KA, Arwood MJ, Tillman EM, Pratt VM, Dexter PR, McCoy AB, Orlando LA, Scott SA, Nadkarni GN, Horowitz CR, Kannry JL. Multi-Institutional Implementation of Clinical Decision Support for APOL1, NAT2, and YEATS4 Genotyping in Antihypertensive Management. J Pers Med. 2021 May 27;11(6). doi: 10.3390/jpm11060480. PubMed PMID: 34071920; PubMed Central PMCID: PMC8226809.
Gregory JM, Slaughter JC, Duffus SH, Smith TJ, LeStourgeon LM, Jaser SS, McCoy AB, Luther JM, Giovannetti ER, Boeder S, Pettus JH, Moore DJ. Response to Comment on Gregory et al. COVID-19 Severity Is Tripled in the Diabetes Community: A Prospective Analysis of the Pandemic's Impact in Type 1 and Type 2 Diabetes. Diabetes Care 2021;44:526-532. Diabetes Care. 2021 May;44(5):e103-e104. doi: 10.2337/dci21-0005. PubMed PMID: 33972321; PubMed Central PMCID: PMC8132332.
Wright A, Aaron S, McCoy AB, El-Kareh R, Fort D, Kassakian SZ, Longhurst CA, Malhotra S, McEvoy DS, Monsen CB, Schreiber R, Weitkamp AO, Willett DL, Sittig DF. Algorithmic Detection of Boolean Logic Errors in Clinical Decision Support Statements. Appl Clin Inform. 2021 Jan;12(1):182-189. doi: 10.1055/s-0041-1722918. Epub 2021 Mar 10. PubMed PMID: 33694144; PubMed Central PMCID: PMC7946596.
Yin Z, Liu Y, McCoy AB, Malin BA, Sengstack PR. Contribution of Free-Text Comments to the Burden of Documentation: Assessment and Analysis of Vital Sign Comments in Flowsheets. J Med Internet Res. 2021 Mar 4;23(3):e22806. doi: 10.2196/22806. PubMed PMID: 33661128; PubMed Central PMCID: PMC7974764.
Gregory JM, Slaughter JC, Duffus SH, Smith TJ, LeStourgeon LM, Jaser SS, McCoy AB, Luther JM, Giovannetti ER, Boeder S, Pettus JH, Moore DJ. COVID-19 Severity Is Tripled in the Diabetes Community: A Prospective Analysis of the Pandemic's Impact in Type 1 and Type 2 Diabetes. Diabetes Care. 2021 Feb;44(2):526-532. doi: 10.2337/dc20-2260. Epub 2020 Dec 2. PubMed PMID: 33268335; PubMed Central PMCID: PMC7818316.
Smith JC, Spann A, McCoy AB, Johnson JA, Arnold DH, Williams DJ, Weitkamp AO. Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric Pneumonia. AMIA Annu Symp Proc. 2020;2020:1130-1139. eCollection 2020. PubMed PMID: 33936489; PubMed Central PMCID: PMC8075487.
Hill GD, Bingler M, McCoy AB, Oster ME, Uzark K, Bates KE. Improved National Outcomes Achieved in a Cardiac Learning Health Collaborative Based on Early Performance Level. J Pediatr. 2020 Jul;222:186-192.e1. doi: 10.1016/j.jpeds.2020.03.014. Epub 2020 May 13. PubMed PMID: 32417078.
Wright A, McCoy AB, Choudhry NK. Recommendations for the Conduct and Reporting of Research Involving Flexible Electronic Health Record-Based Interventions. Ann Intern Med. 2020 Jun 2;172(11 Suppl):S110-S115. doi: 10.7326/M19-0880. Review. PubMed PMID: 32479179.
McCoy AB, Sittig DF, Lin J, Wright A. Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper. AMIA Annu Symp Proc. 2019;2019:655-663. eCollection 2019. PubMed PMID: 32308860; PubMed Central PMCID: PMC7153158.
Wright A, McEvoy DS, Aaron S, McCoy AB, Amato MG, Kim H, Ai A, Cimino JJ, Desai BR, El-Kareh R, Galanter W, Longhurst CA, Malhotra S, Radecki RP, Samal L, Schreiber R, Shelov E, Sirajuddin AM, Sittig DF. Structured override reasons for drug-drug interaction alerts in electronic health records. J Am Med Inform Assoc. 2019 Oct 1;26(10):934-942. doi: 10.1093/jamia/ocz033. PubMed PMID: 31329891; PubMed Central PMCID: PMC6748816.
McCoy AB, Wright A, Sittig DF. Multi-Institutional, Large-Scale, International Applied Clinical Informatics Research Through the Clinical Informatics Research Collaborative (CIRCLE). Stud Health Technol Inform. 2019 Aug 21;264:1730-1731. doi: 10.3233/SHTI190619. PubMed PMID: 31438315.
Tajeu GS, Kent ST, Huang L, Bress AP, Cuffee Y, Halpern MT, Kronish IM, Krousel-Wood M, Mefford MT, Shimbo D, Muntner P. Antihypertensive Medication Nonpersistence and Low Adherence for Adults <65 Years Initiating Treatment in 2007-2014. Hypertension. 2019 Jul;74(1):35-46. doi: 10.1161/HYPERTENSIONAHA.118.12495. Epub 2019 May 28. PubMed PMID: 31132956; PubMed Central PMCID: PMC6914333.
Feng C, Le D, McCoy AB. Using Electronic Health Records to Identify Adverse Drug Events in Ambulatory Care: A Systematic Review. Appl Clin Inform. 2019 Jan;10(1):123-128. doi: 10.1055/s-0039-1677738. Epub 2019 Feb 20. PubMed PMID: 30786301; PubMed Central PMCID: PMC6382497.
Hu W, Laber EB, Barker C, Stefanski LA. Assessing Tuning Parameter Selection Variability in Penalized Regression. Technometrics. 2019;61(2):154-164. doi: 10.1080/00401706.2018.1513380. Epub 2018 Oct 31. PubMed PMID: 31534281; PubMed Central PMCID: PMC6750234.
Wright A, Ash JS, Aaron S, Ai A, Hickman TT, Wiesen JF, Galanter W, McCoy AB, Schreiber R, Longhurst CA, Sittig DF. Best practices for preventing malfunctions in rule-based clinical decision support alerts and reminders: Results of a Delphi study. Int J Med Inform. 2018 Oct;118:78-85. doi: 10.1016/j.ijmedinf.2018.08.001. Epub 2018 Aug 2. PubMed PMID: 30153926; PubMed Central PMCID: PMC6128667.
D'Amore JD, Li C, McCrary L, Niloff JM, Sittig DF, McCoy AB, Wright A. Using Clinical Data Standards to Measure Quality: A New Approach. Appl Clin Inform. 2018 Apr;9(2):422-431. doi: 10.1055/s-0038-1656548. Epub 2018 Jun 13. PubMed PMID: 29898468; PubMed Central PMCID: PMC5999523.
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