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201. Infectious Disease | Digital Healthcare Research
     digital.ahrq.gov/medical-condition/infectious-disease
     January 01, 2023 - Infectious Disease Machine-Learning Prediction Model for Personalized … Infection Care in Children Description The study will develop and implement a validated 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

202. The Chronic Care Technology Project | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/chronic-care-technology-project
     January 01, 2023 - Specific technology solutions were determined though regional learning collaboratives consisting of health … Participating teams were brought together for three learning sessions over the course of a year, with … The learning sessions were intended to provide participants with information on the project, to provide … Between learning sessions, teams tested and implemented changes at their organizations.

203. Spreading and Scaling Use of Patient-Reported Outcomes for People with Rheumatoid Arthritis | Digital Healthcare Research
     digital.ahrq.gov/program-overview/research-stories/spreading-and-scaling-use-patient-reported-outcomes-people
     January 01, 2023 - Clinical learning network supports use of PROs for patient care Teaming with the ACR, Dr. … Yazdany convened a clinical learning network, with a focus on public hospital systems, to advance PRO … Jinoos Yazdany Network shares what they learned to scale use of PROs Among the key findings of the learning … Using data gathered from the learning network as well as extensive qualitative interviews from rheumatology

204. Improving Health Data Quality by Assessing and Enhancing Semantic Integrity | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-health-data-quality-assessing-and-enhancing-semantic-integrity
     January 01, 2023 - Technology Artificial Intelligence Electronic Health Record/Electronic Medical Record Machine Learning … discrepancies in codes in EHR records (“aberrant signals”), the researchers will develop statistical and deep learning

205. AcademyHealth | Digital Healthcare Research
     digital.ahrq.gov/organization/academyhealth
     January 01, 2023 - (EDM) Forum Second Phase Description The Electronic Data Methods (EDM) Forum facilitated learning … researchers and other key stakeholders who are generating the data, methods, and knowledge needed to build learning

206. Children's Hospital Boston | Digital Healthcare Research
     digital.ahrq.gov/organization/childrens-hospital-boston
     January 01, 2023 - Children's Hospital Boston Machine-Learning Prediction Model for Personalized … Infection Care in Children Description The study will develop and implement a validated machine learning

207. Improving Adherence and Outcomes by Artificial Intelligence-Adapted Text Messages | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-adherence-and-outcomes-artificial-intelligence-adapted-text-messages
     January 01, 2023 - In order to address these challenges, researchers used Reinforcement Learning (RL), an artificial intelligence … Demonstrate “learning” by the RL-base adaptive system using data showing adaptation of the SMS message … The distribution of text messages themes changed over time signifying that the RL agent was learning

208. Descriptive | Digital Healthcare Research
     digital.ahrq.gov/research-method/descriptive
     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 … Cancer Screening Patient care in complex Sociotechnological ecosystems and learning … Patient care in complex Sociotechnological ecosystems and learning health systems.

209. Questionnaire for User Interface Satisfaction | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/questionnaire
     January 01, 2023 - asks the user to rate the interface in areas such as ease of use, consistency, system capability, and learning … analysts calculate both an overall QUIS score and separate scores for each sub-scale (system capability, learning

210. Reaching the Research Community Through Web Conferences | Digital Healthcare Research
     digital.ahrq.gov/2020-year-review/research-dissemination/reaching-research-community-through-web-conferences
     January 01, 2020 - Conference on Applying Advanced Analytics in Clinical Care Participants gained knowledge on how machine learning … Judith Dexheimer’s research showed that an EHR-integrated machine learning algorithm can aid clinicians … The research relied on data mining and machine learning to forecast adverse patient outcomes. Dr.

211. USA, DC, Washington | Digital Healthcare Research
     digital.ahrq.gov/location/usa-dc-washington
     January 01, 2023 - Integrity Description This research will develop and validate advanced statistical and machine learning … (EDM) Forum Second Phase Description The Electronic Data Methods (EDM) Forum facilitated learning … researchers and other key stakeholders who are generating the data, methods, and knowledge needed to build learning

212. Patient Intestinal Failure-ECHO Project (PIF-ECHO) | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/patient-intestinal-failure-echo-project-pif-echo
     September 30, 2024 - Failure-ECHO Project (PIF-ECHO) Project Description A live, virtual learning … Type of Care Self-Management Health Care Theme Chronic Disease Management Learning … among CIF patients and family caregivers by allowing direct access to a team of experts to foster peer learning

213. Evaluation of the Agency for Healthcare Research and Quality Patient-Centered Outcomes Research Clinical Decision Support Initiative: Findings and Recommendations for Future Initiatives (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/cds-evaluation-summary-report-p233201500023I.pdf
     March 23, 2022 - PCCDS Learning Network Webinar. November 2016. • Greenes B. … PCCDS Learning Network Webinar. January 2017. … PCCDS Learning Network Webinar. June 2017. • Jellison J, Middleton B. … PCCDS Learning Network Webinar. September 2017. • Wilder Smith A. … PCCDS Learning Network Webinar. July 2017.

214. An Interactive Preventive Care Record (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/PreventiveCareHandbook_062912comp.pdf
     June 01, 2012 - General learninG CollaboraTive Timeline and aGenda Learning collaborative #1: 4 months prior to implementation … Discuss the goals and role of the learning collaborative. … Specific team members include — ● Learning collaborative facilitator (1) ● Learning collaborative … ● Peer-to-peer learning. ● Ongoing feedback and reinforcement. … The fifth discipline: the art & practice of the learning organization.

215. Zhu, Xi | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/zhu-xi
     January 01, 2024 - Zhu, Xi Patient care in complex Sociotechnological ecosystems and learning … Patient care in complex Sociotechnological ecosystems and learning health systems.

216. Aguilera, Adrian | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/aguilera-adrian
     June 15, 2022 - Messaging Effectiveness of a digital health intervention leveraging reinforcement learning … Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes … Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design … Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design

217. Complexity, Incidence, and Costs Related to Delayed Diagnosis of Venous Thromboembolism in Urban and Rural Primary and Urgent Care Settings | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/complexity-incidence-and-costs-related-delayed-diagnosis-venous
     September 01, 2024 - Project Description Using a mixed method approach including machine learning … Project Dates 09/01/2024 - 06/30/2028 Technology Artificial Intelligence Machine Learning

218. ACTS COVID-19 Evidence to Guidance to Action Collaborative | Digital Healthcare Research
     digital.ahrq.gov/covid-acts
     January 01, 2023 - for COVID-19 patients and care teams in limited settings for selected targets being addressed by Learning … Advance tools, standards, and collaborations that seed a robust knowledge ecosystem that fosters learning …   Products Concept Demonstration and Case Study for a knowledge ecosystem that supports learning

219. A Decision Support Tool for the Discontinuation of Disease Modifying Therapies in Multiple Sclerosis | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/decision-support-tool-discontinuation-disease-modifying-therapies-multiple
     August 01, 2023 - /2025 Technology Artificial Intelligence Clinical Decision Support System Machine Learning … research will develop, validate, and evaluate a point-of-care decision support tool using a machine learning

220. Electronic Health Record Implementation for Continuum of Care in Rural Iowa | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/electronic-health-record-implementation-continuum-care-rural-iowa
     January 01, 2023 - to coordinate patient care across the network and beyond, 3) maximize use of clinical expertise and learning … consultation, C) changes in staff and physician perceptions of quality and safety, and D) organizational learning … and error reporting are affected, and vi) how an EHR/CPOE implementation influences organizational learning