Results

Total Results: 1,710 records

Showing results for "learning".
Users also searched for: pap smear

181. 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

182. Using Social Knowledge Networking (SKN) Technology To Enable Meaningful Use of EHR Technology - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024335-rangachari-final-report-2018.pdf
     January 01, 2018 - : The aims of this study were to: 1) examine dynamics of inter-professional knowledge exchange and learning … Several strategies are identified for the creation of a “learning health system,” to enable successful … Examine the dynamics of inter-professional knowledge exchange and learning related to EHR MedRec on … These learning dynamics in turn, were associated with improvements in both EHR-MedRec-MU measures. … • Create a “learning health system,” by synthesizing lessons learned to facilitate “collective learning

183. National Center for Pediatric Practice Based Research and Learning - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/national-center-pediatric-practice-based-research-and-learning/annual-summary/2012
     January 01, 2012 - National Center for Pediatric Practice Based Research and Learning - 2012 Project Name … National Center for Pediatric Practice-Based Research and Learning Principal Investigator … Funding Mechanism RFA: HS-12-002: Research Centers in Primary Care Practice Based Research and Learning … address these challenges, this project established the Center for Pediatric Practice-Based Research and Learning … nation’s most innovative pediatric PBRN—to form the Center For Pediatric Practice-Based Research and Learning

184. Diabetes and Depression Text Messaging Intervention (DIAMANTE)- Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs025429-aguilera-final-report-2022.pdf
     January 01, 2022 - Conclusions: Our study supports the use of reinforcement learning algorithms for personalizing text … be effective for users, learning from its previous actions and participant data collected by mobile … However, the message categories, timing and frequency were optimized by a reinforcement learning ( … Adaptive learning algorithm We developed an RL algorithm (an area of machine learning) based on previous … Conference on Learning Theory, 2012. 31.

185. 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

186. 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

187. 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

188. 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.

189. 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.

190. 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

191. Chronic Care Technology Planning Project (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/p20hs014949-branscombe-final-report-2005.pdf
     January 01, 2005 - The Transformation Team utilized this information to plan three Learning Sessions which will occur in … This result will be further nurtured in the Learning Sessions planned. … Further learning occurred within the project staff as technology options were researched. … (attachment 2, Learning Session Agendas). … These learning sessions are the final component of the IHI collaborative model.

192. The Chronic Care Technology Project - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/chronic-care-technology-project/annual-summary/2010
     January 01, 2010 - project helped providers in northern and eastern Maine implement new technologies through a regional learning … Rather than the usual methods of adopting and implementing technology, the project used a collaborative learning … evaluated using a survey instrument to measure the effectiveness of the main elements of the process, learning … The survey findings were summarized after each learning session to provide an evaluation of the IHI BTS … Beyond recruitment, the project team learned that involvement of IT specialists from the first learning

193. 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

194. NLP to identify and rank clinically relevant information from EHRs in the Emergency Department - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024541-goss-final-report-2018.pdf
     January 01, 2018 - The results demonstrate how information retrieval methods using NLP and unsupervised machine learning … The results of our machine learning methods are shown below (Table 2). … Deep learning questions: Numerous papers have publicized the many recent successes of deep learning/ … in EHRs learning fail? … Why were the machine learning methods better than the SME?

195. HopScore: An Electronic Outcomes-Based Emergency Triage System - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs023641-levin-final-report-2018.pdf
     January 01, 2018 - Methods: E-triage supports triage decision-making by applying a machine learning algorithm to predict … Key Words Emergency Medicine, Triage, Clinical Decision Support, Machine Learning, Predictive Analytics … The machine learning concepts behind e-triage and its anticipated use to support clinical judgment … Significance In this study we deployed and prospectively evaluated a machine-learning-based triage … Cambridge, United Kingdom. 9/2018 Machine Learning Based Electronic Triage.

196. Physician | Digital Healthcare Research
     digital.ahrq.gov/population/physician
     January 01, 2025 - Principal Investigator(s) Bates, David Rotenstein, Lisa Machine-Learning … 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

197. The PICU data collaborative: A novel, multi-institutional, pediatric critical care dataset. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/ml-rover-machine-learning-reduce-laboratory-test-overutilization/citation/picu
     January 01, 2025 - Project Name ML-ROVER: Machine Learning to Reduce Laboratory Test Overutilization Technology … Artificial Intelligence Clinical Decision Support System Machine Learning Population

198. Electronic Data Methods (EDM) Forum for Comparative Effectiveness Research: Second Phase - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/u18hs022789-edmunds-final-report-2017.pdf
     January 01, 2017 - Key Words: electronic health data, analytic methods, clinical informatics, governance, learning health … AcademyHealth’s innovative approach to convening and environmental scanning; synthesis and meta-learning … The project team established Communities of Practice around two topic areas: Data Analytics in Learning … EDM Forum products have also been leveraged and cross- promoted with the Community Health Peer Learning … Community Health Peer Learning Program).

199. Wang, Hsin-Hsiao Scott | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/wang-hsin-hsiao-scott
     January 01, 2023 - Wang, Hsin-Hsiao Scott Machine-Learning Prediction Model for Personalized … Infection Care in Children Description The study will develop and implement a validated machine learning

200. Retrospective | Digital Healthcare Research
     digital.ahrq.gov/research-method/retrospective
     January 01, 2025 - Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models and Machine Learning … A Machine Learning Health System to Integrate Care for Substance Misuse and … 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