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281. RTI International | Digital Healthcare Research
     digital.ahrq.gov/organization/rti-international
     January 01, 2023 - Patient-Centered Outcomes Research Clinical Decision Support Learning Network Description The … Patient-Centered Clinical Decision Support Learning Network was created as a multistakeholder collaborative

282. Supporting Health Systems in Advancing Care Delivery | Digital Healthcare Research
     digital.ahrq.gov/program-overview/research-stories/supporting-health-systems-advancing-care-delivery
     January 01, 2023 - Machine Learning to Improve Patient Triage in the Emergency Department The use of an emergency department … triage tool informed by machine learning has the potential to improve predictions around patient health

283. Nahm, Eun-Shim | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/nahm-eun-shim
     January 01, 2023 - Adults With Chronic Illnesses The effects of a theory-based patient portal e-learning … The effects of a theory-based patient portal e-learning program for older adults with chronic illnesses

284. Identification of Patients with Low Life Expectancy - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs024090-turchin-final-report-2019.pdf
     January 01, 2019 - Structured Abstract Purpose: To test whether a novel machine learning … Key Words: predictive modeling, machine learning, mortality, electronic medical records 2 | P a g e … Accuracy of different statistical and machine learning techniques was compared. … We also utilized two machine-learning benchmark techniques: support vector machines (SVMs) and neural … Dynamic Logic Dynamic Logic is a machine-learning technique invented by our co-investigator, Dr.

285. Promoting Use of an Integrated Personal Health Record for Prevention (pdf file)
     digital.ahrq.gov/sites/default/files/docs/activity/2011_018811_krist_pdf_3.pdf
     January 01, 2011 - develop guidance on how to integrate MyPreventiveCare into care delivery using practice champions, learning … Study staff is conducting key informant interviews and recording and analyzing learning collaboratives … (Ongoing) 2011 Activities: Four post-implementation learning collaboratives were held during this period … Additionally, learning collaborative members asked that the project create a new user recruitment target

286. Developing and Evaluating Online Education to Improve Older Adults Health Information - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/developing-and-evaluating-online-education-improve-older-adults-health/annual-summary/2010
     January 01, 2010 - The project will conduct focus groups to identify older adults' preferences for online learning about … Specific Aims: Convene focus groups to identify older adults' preferences for online learning about … Fink conducted three patient focus groups to identify older adults' online learning preferences.

287. HIV/AIDS | Digital Healthcare Research
     digital.ahrq.gov/medical-condition/hivaids
     January 01, 2024 - HIV/AIDS A Machine Learning Health System to Integrate Care for Substance … 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

288. Massachusetts General Hospital | Digital Healthcare Research
     digital.ahrq.gov/organization/massachusetts-general-hospital
     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

289. Anesthesiology Control Tower: Feedback Alerts to Supplement Treatment (ACTFAST) - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024581-avidan-final-report-2020.pdf
     January 01, 2020 - Machine learning algorithms were successfully constructed for all three specified prediction targets … Machine learning algorithms for postoperative death, acute kidney injury, and acute respiratory failure … Using machine learning techniques to develop forecasting algorithms for postoperative complications: … Deep-learning model for predicting 30-day postoperative mortality. Br J Anaesth. 2019;123:688-95. … Update to ‘Deep-learning model for predicting 30-day mortality’ (Br J Anaesth 2019; 123: 688-95).

290. Incorporating Patient-Reported Outcomes into Shared Decision Making with Patients with Osteoarthritis of the Knee - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs027037-bozic-final-report-2024.pdf
     January 01, 2024 - Conclusion: Machine-learning–based decision support tools can facilitate SDM in patients with knee OA … Key Words: Patient-reported outcomes, shared decision-making, knee osteoarthritis, machine learning … Another recent advance in TKR decision making is utilizing machine learning to predict outcomes of TKR … The full machine learning- based decision analytic tool includes 3 modules within a software platform … Providers also expressed limited understanding of the machine-learning algorithm powering the tool,

291. The imperative for patient-centered clinical decision support. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-learning-network/citation/imperative
     January 01, 2023 - Project Name Patient-Centered Outcomes Research Clinical Decision Support Learning Network

292. Barriers, facilitators, and potential solutions to advancing interoperable clinical decision support: Multi-stakeholder consensus recommendations for the opioid use case. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-learning-network/citation/barriers
     January 01, 2023 - Project Name Patient-Centered Outcomes Research Clinical Decision Support Learning Network

293. Use of an electronic health record clinical decision support tool to improve antibiotic prescribing for acute respiratory infections: the ABX-TRIP study. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/research-centers-primary-care-practice-based-research-and-learning/citation/use
     January 01, 2023 - Ornstein, Steven Project Name Research Centers in Primary Care Practice-Based Research and Learning

294. AHRQ National Web Conference - Slide (pdf file)
     digital.ahrq.gov/sites/default/files/docs/lessons-covid19-slides-07012021.pdf
     July 01, 2021 - ” to submit your question to the moderator • Questions will be read aloud by the moderator 4 Learning … the challenges and opportunities to improve the evidence to guidance to action to data to evidence learning … virtuous improvement cycle => • Where stakeholder needs are met better throughout cycle => • = Learning … of tools used to create end-user products. 21 Collaborative Steps Toward Future Vision The ACTS Learning … From the COVID-19 Pandemic Agenda Presenter and Moderator Disclosures How to Submit a Question Learning

295. Lessons Learned from Real-World Applications of Patient-Centered Clinical Decision Support | Digital Healthcare Research
     digital.ahrq.gov/national-webinars/lessons-learned-real-world-applications-patient-centered-clinical-decision-support
     June 01, 2022 - Learning Objectives: Understand how patient-centered CDS can be used to support health care delivery

296. Developing and Evaluating Online Education to Improve Older Adults' Health Information (pdf file)
     digital.ahrq.gov/sites/default/files/docs/activity/developing_and_evaluating_online_education_to_improve_older_adults_health_information_2010_pdf__2.pdf
     January 01, 2010 - The project will conduct focus groups to identify older adults’ preferences for online learning about … Specific Aims: •   Convene focus groups to identify older adults’ preferences for online learning about … Fink conducted three patient focus groups to identify older adults’ online learning preferences.

297. Synthesizing Lessons Learned Using Health Information Technology (pdf file)
     digital.ahrq.gov/sites/default/files/docs/activity/r03hs018830-nemeth-annual-summary-2012.pdf
     January 01, 2012 - CARE QUALITY THROUGH HEALTH INFORMATION TECHNOLOGY (IT) (R03) new interpretations and learning … The 134 primary care practices participating in PPRNet research studies established a collaborative learning

298. Synthesizing Lessons Learned Using Helath Information Technology (pdf file)
     digital.ahrq.gov/sites/default/files/docs/activity/2011_018830_nemeth_pdf_3.pdf
     January 01, 2011 - from the individual study, using “immersion and crystallization,” will allow new interpretations and learning … established internal validity and four practices provided evidence to support that this model adds to the learning

299. AHRQ evidence-based Care Transformation Support (ACTS) Initiative - MCBK Annual Conference (pdf file)
     digital.ahrq.gov/sites/default/files/docs/page/acts-mcbk-07012020.pdf
     June 16, 2020 - Work Groups / Process ► Roadmap Overview ► AHRQ Digital Knowledge Platform ► Knowledge Ecosystem / Learning … Knowledge Platform and the knowledge ecosystem support the AHRQ mission and priorities, and enable learning … Knowledge Ecosystem & Learning Health System Improve Health Reduce Costs Enhance Patient Experience … that helps automate retrieval of - and change tracking within - evidence-based information ► Learning

300. Toh, Darren | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/toh-darren
     January 01, 2023 - Improving Missing Data Analysis in Distributed Research Networks Applying machine learning … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance