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digital.ahrq.gov/ahrq-funded-projects/ml-rover-machine-learning-reduce-laboratory-test-overutilization
August 01, 2024 - ML-ROVER: Machine Learning to Reduce Laboratory Test Overutilization
Project … Intelligence
Clinical Decision Support System
Machine Learning
Care Setting
Academic Medical … Despite recommendations from medical societies to reduce unnecessary testing, interventions have largely … specific aims of the research are as follows: Develop and validate ML models to predict laboratory test … and Sustainability Model (PRISM) contextual factors to inform the design of a CDS tool for laboratory test
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digital.ahrq.gov/ahrq-funded-projects/using-electronic-data-improve-care-patients-known-or-suspected-cancer/citatio-1
January 01, 2023 - Should patients get direct access to their laboratory test results? … Should patients get direct access to their laboratory test results? An answer with many questions. … Cancer
Technology
Clinical Decision Support System
Electronic Health Record/Electronic Medical
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digital.ahrq.gov/care-setting/academic-medical-center
January 01, 2023 - Academic Medical Center
Machine-Learning Prediction Model for Personalized … Wang, Hsin-Hsiao Scott
ML-ROVER: Machine Learning to Reduce Laboratory Test … Interventions In The ICU Using Clinical Decision Support
Description
The study will develop and test
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digital.ahrq.gov/ahrq-funded-projects/evolving-statewide-indiana-information-infrastructure-state-and-regional-1
January 01, 2023 - Enhancing laboratory report contents to improve outpatient management of test results. … Enhancing laboratory report contents to improve outpatient management of test results. … Order Entry System
Data Warehouse
Imaging System
Registry
Electronic Health Record/Electronic Medical
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digital.ahrq.gov/ahrq-funded-projects/improving-management-test-results-return-after-hospital-discharge
January 01, 2023 - Improving Management of Test Results that Return After Hospital Discharge
Project … results experience medical errors. … While the problems related to poor management of test results returning after hospital discharge are … of Test Results that Return After Hospital Discharge - 2011
Improving Management of Test Results … Improving Management of Test Results that Return After Hospital Discharge - Final Report.
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digital.ahrq.gov/sites/default/files/docs/data-visualization-slides-053017.pdf
May 30, 2017 - Journal of Medical Internet Research, 2014. 17
Test Results
• Participants received tables of:
– … Journal of Medical Internet Research, 2014. 22
Improving Test Result
Displays
• Collaborators: … Sensitivity to Test Results? … (between subject)
• Test type (within subject)
• Test result (within subject)
– Near-normal (minimal … Journal of the American Medical Informatics Association 2017;24(3):520-528. 29
Comparing Test Results
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digital.ahrq.gov/ahrq-funded-projects/nlp-enabled-decision-support-cervical-cancer-screening-and-surveillance/citation/impact
January 01, 2023 - Impact of patient reminders on papanicolaou test completion for high-risk patients identified by a clinical … Impact of patient reminders on papanicolaou test completion for high-risk patients identified by a clinical … Processing System
Document Type
Journal Publication
Population
Women
Medical
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digital.ahrq.gov/ahrq-funded-projects/collaborative-patient-portals-computer-based-agents-and-patients-understanding/citation/contextualizing
January 01, 2023 - Contextualizing numeric clinical test results for gist comprehension: Implications for EHR patient portals … Contextualizing numeric clinical test results for gist comprehension: Implications for EHR patient portals … Portal
Document Type
Journal Publication
Population
Adults
Elderly
Medical
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-health-system-integrate-care-substance-misuse-and-hiv-treatment-and-prevention
August 31, 2024 - This research will develop, train, test, and evaluate an interoperable ML classifier to identify risk … The specific aims of the research are as follows: Develop, train, and test an ML classifier with high … Integrate the ML classifier in the electronic health record (EHR) infrastructure to test predictive validity … To test and validate the model, an interrupted time series over 12 months will be conducted in the production … (Prepared by Rush University Medical Center under Grant No. R21 HS028511).
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024062-mazur-final-report-2017.pdf
January 01, 2017 - results in an electronic medical record (EMR) environment. … results in an electronic medical record (EMR) environment under
regular/cross-coverage and low/high-volume … medical records achieving their potential? … Journal of American Medical Informatics Association. 23(6):1113-1120,
2016. doi.org/10.1093/jamia/ocw016 … To be submitted to the Journal of
American Medical Informatics Association (JAMIA).
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digital.ahrq.gov/ahrq-funded-projects/using-electronic-records-detect-and-learn-ambulatory-diagnostic-errors
January 01, 2023 - Record
Care Setting
Academic Medical Center
Ambulatory Setting
Veteran Affairs Medical … Test whether a method of computerized tracking for abnormal test results that are potentially lost to … results in an electronic medical record: do any safety concerns remain? … Notification of abnormal lab test results in an electronic medical record: do any safety concerns remain … medical records achieving their potential?
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digital.ahrq.gov/medical-condition/chronic-conditions
January 01, 2024 - Project Name
Cloud Care: A Feasibility Study of Cloud-Based Care Plans for Children With Medical … LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test … Results
Description
The study will create, implement, and test a patient-centric web app to … support older adults with chronic conditions in comprehending, managing, and acting upon their lab test … Project Name
Cloud Care: A Feasibility Study of Cloud-Based Care Plans for Children With Medical
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs022087-singh-final-report-2018.pdf
January 01, 2018 - Key Words: health information technology; medical informatics
3. … In Step 1 we conducted
retrospective medical record reviews to identify rates of abnormal test results … medical records
achieving their potential? … The management of test results
in primary care: does an electronic medical record make a difference? … Notification of
abnormal lab test results in an electronic medical record: do any safety concerns remain
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digital.ahrq.gov/organization/rush-university-medical-center
January 01, 2023 - Rush University Medical Center
A Machine Learning Health System to Integrate … and Prevention Among Hospitalized Patients
Description
This research will develop, train, test
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digital.ahrq.gov/funding-mechanism/understanding-user-needs-and-context-inform-consumer-health-information-technology
January 01, 2023 - Generations and Environments
Systematic Design of Meaningful Presentations of Medical … Test Data for Patients - Final Report
Citation
Zikmund-Fisher B. … Systematic Design of Meaningful Presentations of Medical Test Data for Patients - Final Report. … Zikmund-Fisher, Brian
Project Name
Systematic Design of Meaningful Presentations of Medical … Test Data for Patients
Patient experiences using an inpatient personal health
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digital.ahrq.gov/sites/default/files/docs/publication/r21hs018749-nease-final-report-2013.pdf
January 01, 2013 - medical centers) that implement comprehensive electronic medical
records. … medical
records. … Can electronic
medical record systems transform health care? … The effect
of immediate access to a computerized medical record
on physician test ordering: a controlled … Journal of the
American Medical Informatics Association. 2013 May 22.
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digital.ahrq.gov/ahrq-funded-projects/ehealth-blood-pressure-control-program
January 01, 2023 - the overall quality of care by exchanging health information data between the patient’s home and the medical … Hypertension represents an ideal condition to test this model of patient-centered eHealth enabled care … Develop and begin to field-test a patient navigator-training program, a manual of procedures for the … Test the functionality, security, and fidelity of the secure data exchange between the HBPM device, personal … health record, Web-based portal, and EMR interface engine in both test and live (enterprise) environments
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digital.ahrq.gov/ahrq-funded-projects/collaborative-patient-portals-computer-based-agents-and-patients-understanding
January 01, 2023 - of the project were as follows:
Identify portal messages that improve comprehension of clinical test … Identify messages that make test results more actionable. … Using computer agents to explain clinical test results. AMIA Annu Symp Proc 2017 Nov 8; 25-6. … Population: Adults , Elderly
A multidisciplinary approach to designing and evaluating Electronic Medical … A multidisciplinary approach to designing and evaluating Electronic Medical Record portal messages that
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digital.ahrq.gov/organization/medical-college-wisconsin
January 01, 2023 - Medical College of Wisconsin
Perception and Use of a Patient Care Window … System
Description
This project sought to develop an automated self-management monitor and test
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digital.ahrq.gov/ahrq-funded-projects/community-shared-clinical-abstract-improve-care
January 01, 2023 - tests were similar for Internal and External patients but among patients with at least one laboratory test … Record , Health Information Exchange Population: Patient
Creating a large database test bed … Creating a large database test bed with typographical errors for record linkage evaluation. … Technology: Health Information Exchange , Internet Population: Adults
Synthesis of a database test … Synthesis of a database test bed for evaluating record linkage algorithms.