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161. Evaluation of a handheld clinical decision support tool for evidence-based learning and practice in medical undergraduates | AHRQ Digital Healthcare Research: Informing Improvement in Care Quality, Safety, and Efficiency
     digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/evaluation-handheld-clinical
     June 01, 2004 - Evaluation of a handheld clinical decision support tool for evidence-based learning and practice in medical … Purpose of Study:  To evaluate a handheld clinical decision support system (CDSS) for evidence-based learning

162. USA, SC, Charleston | Digital Healthcare Research
     digital.ahrq.gov/location/usa-sc-charleston
     January 01, 2023 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Rheingold, Alyssa Ann Learning From Primary Care EHR Exemplars About Health IT … R21 HS023863 Principal Investigator(s) Cartmell, Kathleen Buford Learning … Basco, William Research Centers in Primary Care Practice-Based Research and Learning

163. Wasserman, Richard | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/wasserman-richard
     January 01, 2023 - Richard National Center for Pediatric Practice Based Research and Learning … Wasserman, Richard Project Name National Center for Pediatric Practice-Based Research and Learning

164. AHRQ National Webinar on Transforming Healthcare Through Patient-Generated Health Data Integration - Slides (pdf file)
     digital.ahrq.gov/sites/default/files/docs/pghd-slides-02222022.pdf
     February 22, 2022 - Learning Objectives At the conclusion of this webinar, participants should be able to: 1. … Assessing Readiness Key Learning Concepts • PGHD integration may mark a significant change in your … Active Learning Exercises • ACTIVITY 2.1: Organizational Readiness • ACTIVITY 2.2: Gauge Motivation … Active Learning Exercises • ACTIVITY 3.1: Identify Your Team of Champions • ACTIVITY 3.2: Assemble a … Making Decisions Key Learning Concepts • Identify information technology best suited to your PGHD

165. 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.

166. Improving Missing Data Analysis in Distributed Research Networks | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks
     January 01, 2023 - Dates 09/30/2018 - 09/29/2022 Technology Artificial Intelligence Database Machine Learning … Aim 2: Apply and assess machine learning (ML) and predictive modeling techniques to address less-obvious … Document Type: Journal Publication Research Method: Algorithm , Quantitative Technology: Machine Learning … , Predictive Modeling Population: Researcher Applying machine learning in distributed data networks … Applying machine learning in distributed data networks for pharmacoepidemiologic and pharmacovigilance

167. A National Web Conference on Applying Advanced Analytics in Clinical Care: Slides (pdf file)
     digital.ahrq.gov/sites/default/files/docs/clinical-care-slides-10142020.pdf
     October 14, 2020 - Review how machine learning algorithms in conjunction with natural language processing can be used … Evaluate the benefits of using EHR-integrated machine learning algorithms to identify patients with … Describe how data mining and machine learning can help forecast adverse outcomes among surgical patients … "The learning healthcare system." (2007). … • We can improve pediatric care with unbiased machine learning algorithms • More opportunities for

168. USA, IL, Elk Grove Village | Digital Healthcare Research
     digital.ahrq.gov/location/usa-il-elk-grove-village
     January 01, 2023 - Village National Center for Pediatric Practice-Based Research and Learning … Description This project established the Center for Pediatric Practice-Based Research and Learning

169. Adverse Events | Digital Healthcare Research
     digital.ahrq.gov/health-care-theme/adverse-events
     January 01, 2023 - Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction … Description This research will develop and validate machine learning enhanced predictive models … Drug Event Prediction Description This research will use artificial intelligence and machine learning … Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning

170. Carroll, Aaron | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/carroll-aaron
     January 01, 2023 - Name Computer Automated Developmental Surveillance and Screening Machine learning … Machine learning techniques for prediction of early childhood obesity. … Patient-tailored prioritization for a pediatric care decision support system through machine learning … Patient-tailored prioritization for a pediatric care decision support system through machine learning

171. Policy Relevant Evaluations to Inform Development of Health IT Meaningful Use Objectives (R18) | Digital Healthcare Research
     digital.ahrq.gov/funding-mechanism/policy-relevant-evaluations-inform-development-health-it-meaningful-use-objectives
     January 01, 2023 - Learning from primary care meaningful use exemplars. … Learning from primary care meaningful use exemplars. J Am Board Fam Med 2015;28(3):360-70. … Principal Investigator Ornstein, Steven Project Name Learning from Primary Care Meaningful … Principal Investigator Ornstein, Steven Project Name Learning from Primary Care Meaningful

172. Rush University Medical Center | Digital Healthcare Research
     digital.ahrq.gov/organization/rush-university-medical-center
     January 01, 2023 - Rush University Medical Center A Machine Learning Health System to Integrate … Hospitalized Patients Description This research will develop, train, test, and evaluate a machine learning

173. Sax, Dana | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/sax-dana
     January 01, 2023 - Dana 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

174. Kaiser Foundation Hospitals | Digital Healthcare Research
     digital.ahrq.gov/organization/kaiser-foundation-hospitals
     January 01, 2023 - 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

175. AHRQ Digital Healthcare Research Program - AT A Glance 2023 (pdf file)
     digital.ahrq.gov/sites/default/files/ahrq-dhr-2023-year-in-review-at-a-glance.pdf
     January 01, 2023 - Investigator(s) Type Improving Safety in Postoperative Handoff Communication with Telemedicine and Machine Learning … $1,996,227 Implementing a postoperative handoff interven- tion augmented with telemedicine and machine learning … McWilliams Carolinas Medical Center Completed Using Machine Learning for Military Service Members … Systems in Advancing Care Delivery Story Title Impact Statement Principal Investigator(s) Type Machine Learning … Research Investment: $1,952,312 The use of an emergency department triage tool informed by machine learning

176. Improving Diagnosis and Treatment of Adult Depression Through Digital Healthcare Webinar: Slides (pdf file)
     digital.ahrq.gov/sites/default/files/docs/adult-depression-slides-06152022.pdf
     June 15, 2022 - • Questions will be read aloud by the moderator. 4 Learning Objectives At the conclusion of this … Carolyn Turvey, PhD carolyn-turvey@uiowa.edu 49 mailto:carolyn-turvey@uiowa.edu Reinforcement Learning … Machine Learning Supervised Machine Learning Unsupervised Machine Learning Reinforcement learning … Reinforcement Learning messages 2. Random messages 3. … Intervention Slide Number 64 Reinforcement Learning Important Terms The Reinforcement Learning Process

177. Optimizing Care Delivery for Clinicians | Digital Healthcare Research
     digital.ahrq.gov/program-overview/research-stories/optimizing-care-delivery-for-clinicians
     January 01, 2023 - Improving Safety in Postoperative Handoff Communication with Telemedicine and Machine Learning Implementing … a postoperative handoff intervention augmented with telemedicine and machine learning technologies will … Using Machine Learning for Military Service Members and Veterans at Risk for Suicide The use of a risk-prediction … Visual Learning: Displaying the Data for Hypertension Management A clinical decision support tool helps

178. Avidan, Michael | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/avidan-michael
     October 14, 2020 - Control Tower: Feedback Alerts to Supplement Treatment (ACTFAST) Use of machine learning … Use of machine learning to develop and evaluate models using preoperative and intraoperative data to … Control Tower: Feedback Alerts to Supplement Treatment (ACTFAST) Using machine learning … Using machine learning techniques to develop forecasting algorithms for postoperative complications:

179. Medical University of South Carolina | Digital Healthcare Research
     digital.ahrq.gov/organization/medical-university-south-carolina
     January 01, 2023 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Rheingold, Alyssa Ann Learning From Primary Care EHR Exemplars About Health IT … Name Assessment of Pediatric Look-Alike, Sound-Alike Substitution Errors Learning

180. Cross, Dori | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/crossdori
     January 01, 2024 - Cross, Dori Digital supervision in the clinical learning environment … Digital supervision in the clinical learning environment: Characterizing teamwork in the electronic health