Mixed Methods

Owoyemi A, Osuchukwu J, Salwei ME, Boyd A. Checklist approach to developing and implementing AI in clinical settings: Instrument development study. JMIRx Med. 2025 Feb 20;6:e65565. doi: 10.2196/65565. PMID: 39977249; PMCID: PMC11867147.

Fan H, Rossetti SC, Thate J, Mugoya R, Lai AM, Yen PY. Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records. J Am Med Inform Assoc. 2025 Jul 1;32(7):1140-1148. doi: 10.1093/jamia/ocaf076. PMID: 40378254; PMCID: PMC12202140.

Shi Y, Yang E, Gahn K, Mason H, Jiang Y, Gong Y. Building patient-facing technology: A REDCap-based approach. AMIA Jt Summits Transl Sci Proc. 2025 Jun 10;2025:501-510. PMID: 40502278; PMCID: PMC12150733.

Plombon S, Rudin RS, Rodriguez J, Garabedian P, Lipsitz S, Edelen M, Leeson M, Smith M, Konieczny K, Dalal AK. Real-time symptom monitoring using electronic patient-reported outcomes: A prospective study protocol to improve safety during care transitions for patients with multiple chronic conditions. J Hosp Med. 2025 May;20(5):534-543. doi: 10.1002/jhm.70013. Epub 2025 Feb 16. PMID: 39956797.

Leng L, Arévalo Avalos MR, Aguilera A, Lyles CR. The impact of an adaptive mHealth intervention on improving patient-provider health care communication: Secondary analysis of the DIAMANTE trial. JMIR Mhealth Uhealth. 2025 Jul 17;13:e64296. doi: 10.2196/64296. PMID: 40674692; PMCID: PMC12289220.

Clinical Decision Support Innovation Collaborative (CDSiC) Reports [Internet]. Rockville (MD): Agency for Healthcare Research and Quality (US); 2023 Jan-2025 Sep. Available from: https://www.ncbi.nlm.nih.gov/books/NBK616949/

CDSiC Accomplishments Brief. (Prepared by National Opinion Research Center at the University of Chicago under Contract No. 75Q80120D00018). Rockville, MD: Agency for Healthcare Research and Quality, 2025.

Biro JM, Handley JL, Malcolm McCurry J, Visconti A, Weinfeld J, Gregory Trafton J, Ratwani RM. Opportunities and risks of artificial intelligence in patient portal messaging in primary care. NPJ Digit Med. 2025 Apr 24;8(1):222. doi: 10.1038/s41746-025-01586-2. PMID: 40275104; PMCID: PMC12022076.

Kollapally NM, Geller J, Keloth VK, He Z, Xu J. Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement. J Biomed Inform. 2025 Aug;168:104865. doi: 10.1016/j.jbi.2025.104865. Epub 2025 Jun 19. PMID: 40543734.

Wasserman RL, Goss FR, Seger DL, Blumenthal KG, Lo YC, Edrees HH, Varghese S, Wang L, Blackley S, Bates DW, Zhou L. Allergy alerting and overrides for opioid analogues across two health systems. BMJ Health Care Inform. 2025 May 25;32(1):e101259. doi: 10.1136/bmjhci-2024-101259. PMID: 40414628; PMCID: PMC12104932.