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321. George Washington University | Digital Healthcare Research
     digital.ahrq.gov/organization/george-washington-university
     January 01, 2023 - Integrity Description This research will develop and validate advanced statistical and machine learning

322. Nelson, Stuart James | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/nelson-stuart-james
     January 01, 2023 - Integrity Description This research will develop and validate advanced statistical and machine learning

323. Topics A-Z | Digital Healthcare Research
     digital.ahrq.gov/topics-az/m
     January 01, 2023 - M N P Q R S T U V W Machine Learning

324. Community Health Center | Digital Healthcare Research
     digital.ahrq.gov/care-setting/community-health-center
     January 01, 2023 - Community Health Center Machine-Learning Prediction Model for Personalized … Infection Care in Children Description The study will develop and implement a validated machine learning

325. Rangachari, Pavani | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/rangachari-pavani
     January 01, 2023 - Enable Meaningful Use of EHR Technology A qualitative study of interprofessional learning … A qualitative study of interprofessional learning related to electronic health record (EHR) medication

326. AHRQ Small Research Grant Program (R03) | Digital Healthcare Research
     digital.ahrq.gov/funding-mechanism/ahrq-small-research-grant-program-r03
     January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Asthma Treatment Response Description This research is developing and evaluating a machine learning

327. Brigham and Women's Hospital | Digital Healthcare Research
     digital.ahrq.gov/organization/brigham-and-womens-hospital
     January 01, 2023 - by using mixed methods (stakeholder interviews and surveys, electronic health records, and machine learning … risk of death over the next 12 months and found it was better than benchmark statistical and machine learning

328. Data Warehouse | Digital Healthcare Research
     digital.ahrq.gov/technology/data-warehouse
     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

329. Centers for Education and Research on Therapeutics (CERTs) (U19) | Digital Healthcare Research
     digital.ahrq.gov/funding-mechanism/centers-education-and-research-therapeutics-certs-u19
     January 01, 2023 - Project Name Tools for Optimizing Medication Safety (TOP-MEDS) Learning … Learning from errors: analysis of medication order voiding in CPOE systems.

330. U.S. Preventive Services Task Force Recommendations | Digital Healthcare Research
     digital.ahrq.gov/health-care-theme/us-preventive-services-task-force-recommendations
     January 01, 2023 - Sebastian, Sharon Quilty, Mary McCready, Robert A Longitudinal Machine Learning … Infrastructure Employing the USPSTF Recommendations in Computable Form Description This study used learning

331. Using Natural Language Processing to Improve Autism Spectrum Disorder Research and Care | Digital Healthcare Research
     digital.ahrq.gov/2020-year-review/research-summary/using-natural-language-processing-improve-autism-spectrum-disorder-research-and-care
     January 01, 2020 - Natural language processing and other machine learning techniques convert unstructured text into structured … In addition, machine learning algorithms were used to label a child’s clinical record as either ASD or

332. Patient-Centered Care | Digital Healthcare Research
     digital.ahrq.gov/health-care-theme/patient-centered-care
     January 01, 2023 - An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics … Fraenkel, Liana A Longitudinal Machine Learning Approach Providing Clinicians

333. Imaging System | Digital Healthcare Research
     digital.ahrq.gov/technology/imaging-system
     January 01, 2023 - Classification of diabetic retinopathy images using multi-class multiple-instance learning … Classification of diabetic retinopathy images using multi-class multiple-instance learning based on color

334. Improving Adherence and Outcomes by Artificial Intelligence-Adapted Text Messages - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs022336-farris-final-report-2017.pdf
     January 01, 2017 - Learning by the RL agent was also seen, as the distribution of text messages changed over time. … Key Words: medication adherence; reinforcement learning; hypertension 2 … We propose to apply artificial intelligence (AI) methods, specifically Reinforcement Learning (one type … Demonstrate “learning” by the RL-based system through adaptation of the SMS message stream according … Demonstrate “learning” by the RL-based system through adaptation of the SMS message stream according

335. Health Information Technology to Support Clinical Decision Making in Obesity Care - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r18hs018646-gance-cleveland-final-report-2014.pdf
     January 01, 2014 - Components of the web-based collaborative electronic learning community. … community Module C (variable) Implementing guidelines E-Learning community Chat room … community Module C (variable) Implementing guidelines E-Learning community Chat room … Completion rates of the first two learning sessions were much higher than the final two sessions. … Participant completion of training modules by content area and learning session.

336. Cleveland Clinic Foundation | Digital Healthcare Research
     digital.ahrq.gov/organization/cleveland-clinic-foundation
     January 01, 2023 - Description This research will develop, validate, and evaluate a decision support tool using a machine learning

337. USA, IN, Bloomington | Digital Healthcare Research
     digital.ahrq.gov/location/bloomington
     January 01, 2023 - Asthma Treatment Response Description This research is developing and evaluating a machine learning

338. Owora, Arthur Hamie | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/owora-arthur-hamie
     January 01, 2023 - Asthma Treatment Response Description This research is developing and evaluating a machine learning

339. Indiana University | Digital Healthcare Research
     digital.ahrq.gov/organization/indiana-university
     January 01, 2023 - Asthma Treatment Response Description This research is developing and evaluating a machine learning

340. Butler, Jorie M. | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/butler-jorie-m
     January 01, 2023 - An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics