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241. Using Social Knowledge Networking (SKN) Technology To Enable Meaningful Use of EHR Technology | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/using-social-knowledge-networking-skn-technology-enable-meaningful-use-ehr
     January 01, 2023 - to report issues related to EHR MedRec, 2) an online platform for moderated discussion of issues, 3) learning … across the following stages: 1) identifying problems related to EHR MedRec, 2) problem solving, 3) learning … were identified as critical for identifying best practices in the literature and promoting collective learning … Population: Administrator , Clinical Staff/Clinician A qualitative study of interprofessional learning … A qualitative study of interprofessional learning related to electronic health record (EHR) medication

242. A National Web Conference on the Evaluation of Personal Health Record (PHR) Systems and Their Impact on Chronic Disease | Digital Healthcare Research
     digital.ahrq.gov/events/national-web-conference-evaluation-personal-health-record-phr-systems-and-their-impact
     January 01, 2023 - Learning Objectives: Describe the learning process involved in implementing a Personal Health Record

243. AHRQ Health Services Research Projects (R01) | Digital Healthcare Research
     digital.ahrq.gov/funding-mechanism/ahrq-health-services-research-projects-r01
     January 01, 2023 - Mann, Devin M Improving Safety and Quality of Emergency Care Using Machine Learning-Based … Description This research will design, implement, and evaluate an emergency department triage machine learning … Drug Event Prediction Description This research will use artificial intelligence and machine learning

244. Substance Use Disorder | Digital Healthcare Research
     digital.ahrq.gov/medical-condition/substance-use-disorder
     March 01, 2024 - HS030202 Principal Investigator(s) Abraham, Olufunmilola A Machine Learning … A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … Project Name A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment

245. Generative Artificial Intelligence | Digital Healthcare Research
     digital.ahrq.gov/technology/generative-artificial-intelligence
     January 01, 2023 - Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models and Machine Learning … Description This research uses large language models and machine learning to retrospectively

246. Rajamani, Sripriya | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/rajamani-sripriya
     January 01, 2024 - A model of academic-practice collaboration for facilitating informatics capacity and building a learning … A model of academic-practice collaboration for facilitating informatics capacity and building a learning

247. Electronic Health Record/Electronic Medical Record | Digital Healthcare Research
     digital.ahrq.gov/technology/electronic-health-recordelectronic-medical-record
     January 01, 2025 - Shared Decision Making with Patients with Osteoarthritis of the Knee A Machine Learning … A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … Project Name A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment

248. Adults | Digital Healthcare Research
     digital.ahrq.gov/population/adults
     January 01, 2025 - by using mixed methods (stakeholder interviews and surveys, electronic health records, and machine learning … Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models and Machine Learning … Description This research uses large language models and machine learning to retrospectively

249. Mixed Methods | Digital Healthcare Research
     digital.ahrq.gov/research-method/mixed-methods
     January 01, 2025 - Telehealth Education for Asthma Connecting Hospital and Home (TEACHH) A Machine Learning … A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention … Project Name A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment

250. Customizing Value-based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning Health Systems - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs026544-devine-final-report-2022.pdf
     January 01, 2022 - Customizing Value-based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning … Value-based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning … The learning healthcare system: workshop summary. … The Learning Healthcare Project The Learning Health Care Project [Internet]. [cited 2022 July 11]. … Implementing the learning health system: From concept to action.

251. Research Themes and Findings | Digital Healthcare Research
     digital.ahrq.gov/program-overview/research-reports/2023-year-review/research-themes-and-findings
     January 01, 2023 - Safety Emerging Improving Safety in Postoperative Handoff Communication with Telemedicine and Machine Learning … to Assess Risk Emerging Using Machine Learning for Military Service Members and Veterans at Risk for … Kleinman’s and Jeffer’s Project Profile Using deep learning and predictive analytics, this research has … potential to improve morbidity and mortality from COVID-19 infection by identifying, through machine learning … Advancing Health Equity Emerging Machine Learning to Improve Patient Triage in the Emergency Department

252. Kaiser Foundation Research Institute | Digital Healthcare Research
     digital.ahrq.gov/organization/kaiser-foundation-research-institute
     January 01, 2023 - Institute Improving Safety and Quality of Emergency Care Using Machine Learning-Based … Description This research will design, implement, and evaluate an emergency department triage machine learning

253. Role of Health IT to Improve Medication Management | Digital Healthcare Research
     digital.ahrq.gov/national-webinars/role-health-it-improve-medication-management
     January 01, 2023 - Learning Objectives: At the conclusion of this webinar, participants should be able to: Explain the … benefits and challenges for using reinforcement learning-guided text messaging to impact medication

254. Informatics | Digital Healthcare Research
     digital.ahrq.gov/technology/informatics
     January 01, 2023 - Enabling open science for health research: collaborative informatics environment for learning … Enabling open science for health research: collaborative informatics environment for learning on health

255. Enhancing Patient Matching in Support of Operational Health Information Exchange | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/enhancing-patient-matching-support-operational-health-information-exchange
     April 29, 2023 - Technology: Health Information Exchange Population: Researcher Comparison of supervised machine learning … Comparison of supervised machine learning and probabilistic approaches for record linkage. … Algorithm , Quantitative Technology: Artificial Intelligence , Health Information Exchange , Machine Learning … Research Method: Algorithm , Quantitative Technology: Health Information Exchange Machine learning … Machine learning approaches to identify nicknames from a statewide Health Information Exchange.

256. Using Innovative Digital Healthcare Solutions to Improve Quality at the Point of Care (R21/R33 - Clinical Trial Optional) | Digital Healthcare Research
     digital.ahrq.gov/funding-mechanism/using-innovative-digital-healthcare-solutions-improve-quality-point-care-r21r33
     January 01, 2023 - HS030158 Principal Investigator(s) McLaughlin, Kevin ML-ROVER: Machine Learning … Description The study will develop, validate, implement, and assess the usability of a machine learning … An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics

257. Studying the Accuracy of Symptom-Checker App in Diagnosing Strokes in a Real-World Setting | Digital Healthcare Research
     digital.ahrq.gov/program-overview/research-stories/studying-accuracy-symptom-checker-app-diagnosing-strokes-real
     January 01, 2023 - Using machine learning may improve accuracy in assessing symptoms In addition, Dr. … will couple data from 2,300 patients who have presented with symptoms of stroke at the ED with machine learning … Care is Right for Them Connecting NICU Parents with Mental Health Support via a Mobile App Machine Learning

258. Emergency Department | Digital Healthcare Research
     digital.ahrq.gov/care-setting/emergency-department
     January 01, 2023 - Mitigate Emergency Department Overcrowding Problems Description This research will use deep learning … Ozaydin, Bunyamin Improving Safety and Quality of Emergency Care Using Machine Learning-Based … Description This research will design, implement, and evaluate an emergency department triage machine learning

259. Developing Design Principles to Integrate Patient-Reported Outcomes (PROs) Into Clinical Practice Through Health Information Technology: Data, User Experience, and Workflow Requirements for PRO Dashboards | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/developing-design-principles-integrate-patient-reported-outcomes-pros-clinical
     January 01, 2023 - The current research points to a need for continuous, structured approaches to organizational learning … A learning health system approach to integrating electronic patient-reported outcomes across the health … A learning health system approach to integrating electronic patient-reported outcomes across the health … Learning Health System. … Related Stories Understanding Hospitals’ Resilience and Reponse to the COVID-19 Pandemic Visual Learning

260. Improving Healthcare Processes and Outcomes by Directly Integrating Health Information Exchange Data in the Clinical Workflow | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-healthcare-processes-and-outcomes-directly-integrating-health
     September 29, 2024 - The Indiana Learning Health System Initiative: Early experience developing a collaborative, regional … learning health system. … The Indiana Learning Health System Initiative: Early experience developing a collaborative, regional … learning health system.