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361. 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

362. Knowledge System | Digital Healthcare Research
     digital.ahrq.gov/technology/knowledge-system
     January 01, 2023 - Investigator(s) Marcial, Laura A qualitative study of interprofessional learning … A qualitative study of interprofessional learning related to electronic health record (EHR) medication

363. 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

364. 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

365. USA, MA, Boston | Digital Healthcare Research
     digital.ahrq.gov/location/usa-ma-boston
     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

366. Specialty Care | Digital Healthcare Research
     digital.ahrq.gov/type-care/specialty-care
     January 01, 2023 - Specialty Care An Age-Friendly Learning Healthcare System: A Transformative … Description This research will develop, validate, and evaluate a decision support tool using a machine learning

367. 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.

368. 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

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

370. 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

371. Automated analysis of diabetic retinopathy images: principles, recent developments, and emerging trends. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/exploring-clinically-relevant-image-retrieval-diabetic-retinopathy-diagnosis/citation/analysis-diabetic-retinopathy-images
     January 01, 2023 - Clinically-relevant Image Retrieval for Diabetic Retinopathy Diagnosis Technology Machine Learning

372. External validation of a commercial artificial intelligence algorithm on a diverse population for detection of false negative breast cancers. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/using-artificial-intelligence-support-efficient-same-day-diagnostic-imaging/citation/external
     January 01, 2024 - Diagnostic Imaging in Breast Cancer Screening Technology Artificial Intelligence Machine Learning

373. Using discrete event simulation to design and assess an AI-aided workflow for same-day diagnostic testing of women undergoing breast screening. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/using-artificial-intelligence-support-efficient-same-day-diagnostic-imaging/citation/using
     January 01, 2024 - Diagnostic Imaging in Breast Cancer Screening Technology Artificial Intelligence Machine Learning

374. Enabling Sleep Apnea Patient-Centered Care Via an Internet Intervention - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/enabling-sleep-apnea-patient-centered-care-internet-intervention/annual-summary/2011
     January 01, 2011 - The portal included a learning center with information on sleep apnea and the CPAP device, charts that … The learning center also contained self-assessment materials (including research surveys) an interactive … of the i-CPAP intervention was the availability of resources important to the patient, including the learning

375. Early identification of patients with acute decompensated heart failure. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/health-information-technology-heart-failure-care/citation/early
     January 01, 2023 - Project Name Health Information Technology in Heart Failure Care Technology Machine Learning

376. Patient perceptions of audio-only versus video telehealth visits: A qualitative study among patients in an academic medical center setting. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/leveraging-health-system-telehealth-and-informatics-infrastructure-create/citation/patient
     January 01, 2024 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning

377. ACG 2006 (pdf file)
     digital.ahrq.gov/sites/default/files/docs/page/extension-for-community-healthcare-outcomes.pdf
     January 01, 2004 - improving outcomes by reducing variation in processes of care and sharing “best practices” ~ Case based learning … software - “ihealth” ~ Conduct telemedicine clinics – “Knowledge Network” ~ Initiate co-management – “Learning … interest – Less isolation with improved recruitment and retention ~ A mix of work and learning … Use and Mental Health Disorders DISEASE SELECTIONPotential Benefits ~ Quality and Safety- Rapid Learning … (2010) Use of telemedicine, best practice protocols, co-management of patients with case based learning

378. A Novel Patient-Facing Mobile Platform to Collect and Implement Patient-Reported Outcomes and Voice Biomarkers in Underserved Adult Patients with Asthma | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/novel-patient-facing-mobile-platform-collect-and-implement-patient-reported
     April 01, 2023 - Project Dates 04/01/2023 - 03/31/2028 Technology Artificial Intelligence Machine Learning … This technology uses machine learning to assess respiratory dysfunction, including asthma, based on a … The voice biomarker technology uses machine learning to assess respiratory dysfunction, including asthma

379. Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation study. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-missing-data-analysis-distributed-research-networks/citation/imputing
     January 01, 2023 - Improving Missing Data Analysis in Distributed Research Networks Technology Machine Learning

380. Advancing motivational interviewing training with artificial intelligence: ReadMI. | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/real-time-assessment-dialogue-motivational-interviewing-training-readmi/citation/advancing
     January 01, 2023 - Motivational Interviewing Training (ReadMI) Technology Artificial Intelligence Machine Learning