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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
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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
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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
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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
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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
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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
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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.
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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
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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
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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
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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
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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
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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
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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
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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
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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
-
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
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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
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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
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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