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Total Results: 3,139 records

Showing results for "data".

101. AHRQ Webinar: Optimizing Data Visualization to Improve Care - Slides (pdf file)
     digital.ahrq.gov/sites/default/files/docs/data-visualization-slides-10192022.pdf
     October 19, 2022 - AHRQ Webinar: Optimizing Data Visualization to Improve Care - Slides Optimizing Data Visualization … into clinical workflow • The solution: EHR data visualization of home bp data entered via the patient … ► Data experiments with patient home blood pressure data, n = 40 patients with 90 days of data • … changes New sources of data: New PROMIS questionnaire implemented by outside team Missing data … Data Retrieval 4. SMART Launch 6. Gets the evidence EBMonFHIR 5. Data Retrieval 3.

102. Using Large Language Models to Identify Social Determinants of Health to Enhance Healthcare Services and Equity | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/using-large-language-models-identify-social-determinants-health-enhance
     September 01, 2024 - language processing (NLP) to capture and integrate patient-generated social determinants of health (SDH) data … The unstructured nature of narrative data in EHRs presents analytical challenges, but advances in NLP … 200 clinics—covering social history, smoking, alcohol use, and financial strain—OurNotes uses this data … with Mass General Brigham, is needed for developing and refining tools to better capture and use SDH data … study will leverage existing annotation schemas and pre-trained LLMs and incorporate structured SDH data

103. Regression Analysis | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/regression-analysis
     January 01, 2023 - Description Regression analysis is a statistical method that attempts to find relationships within a data … Uses When using a scatter diagram for the data. When working with paired numerical data. … A linear regression analysis generates a graph with a best-fit regression line through the data. … This number, which is between 0 and 1, is a measure of how well the data fits the line. … Recommended Supplies/Materials Paired numerical data Statistical software Advantages

104. Enhancing Quality in Patient Care (EQUIP) Project | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/enhancing-quality-patient-care-equip-project
     January 01, 2023 - Chicago Illinois Project Dates 09/30/2004 - 08/31/2007 Technology Data … Methodology included working with vendor, measure developers, and end users to define necessary data … elements for incorporation into end user screens, report specifications in a data warehouse for national … The Data Warehouse supports regular reporting on national performance measures and aspects of system … Trend data already indicate modest improvements in health status and adherence to practice guidelines

105. A Community Health Information Exchange-based Hospital Readmission Risk Prediction & Notification System | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/community-health-information-exchange-based-hospital-readmission-risk
     January 01, 2023 - those individuals at risk, readmission risk prediction models (RRPMs) have been developed that use data … from health data plans and hospital administrative databases. … Incorporating data from health information exchanges (HIEs) into these models allows the models to execute … This use of HIE data has the potential to significantly contribute to preventable hospital readmissions … This project developed a 30-day RRPM that incorporated data from an HIE and validated the new model by

106. Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT) | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/incorporating-pro-data-ra-clinical-encounters-using-health-it-pact
     January 31, 2024 - Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT) Project … California Project Dates 04/01/2018 - 01/31/2024 Technology Dashboard Data … Visualization Patient-Generated Health Data Care Setting Ambulatory Setting … For example, even when documented as structured data in the EHR, PROs are not easily tracked over time … Incorporating PRO data into RA Clinical Encounters using Health-IT (PACT) – Final Report.

107. Improving the Quality of Pediatric Emergency Care Using an Electronic Medical Record Registry and Clinician Feedback - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-quality-pediatric-emergency-care-using-electronic-medical-record/annual-summary/2012
     January 01, 2012 - The capacity to capture and analyze these data, however, is limited. … A test data transfer will enable each site to upload data for a 1-month period from the preceding calendar … After completing the test data transfer, electronic data on all pediatric ED patients from each site … This process included identifying tables containing necessary data, generating SQL code, coding data … The goal is to pull data from the EHRs using the data dictionary and schema and have it de-identified

108. State and Regional Demonstration in Health Information Technology: Tennessee | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/state-and-regional-demonstration-health-information-technology-tn
     January 01, 2023 - The main objectives of the project were to: Facilitate the exchange of clinical data elements among … Clinicians began accessing HIE data in emergency departments in May 2006 and later obtained access on … centralization, privacy considerations, and data sharing provisions. … provides a real-time data feed to the hospitals and clinics. … "The emergency room doctors are starving for data.

109. Indiana | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/past-initiatives/state-and-regional-demonstration-projects/indiana
     January 01, 2023 - Indiana Project Overview  |  Data and Functionality  |  Technical Design … for the eHealth Initiative State of Indiana Private sector entities, including BioCrossroads Data … Technical Design and Architecture Data are captured from clinical systems in real time, are … Another service is a centrally managed, federated clinical data repository that supports a variety of … Marc Overhage, MD, PhD URL http://www.ihie.org/clinical-data-repository/ Key Resources

110. Developing Design Principles to Integrate Patient-Reported Outcomes (PROs) Into Clinical Practice Through Health Information Technology: Data, User Experience, and Workflow Requirements for PRO Dashboards | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/developing-design-principles-integrate-patient-reported-outcomes-pros-clinical
     January 01, 2023 - Integrate Patient-Reported Outcomes (PROs) Into Clinical Practice Through Health Information Technology: Data … Project Dates 08/01/2015 - 05/31/2021 Technology Patient-Generated Health Data … Patient-Reported Outcomes Patient-reported outcomes (PROs) are patient-generated health data … Successfully leveraging ePRO data requires scaling and balancing the needs of individual users with the … However, integrating PRO data into existing systems and workflows is difficult.

111. Project ECHO Hepatitis C Ambulatory Care Quality Improvement in New Mexico through Health Information Technology | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/project-echo-hepatitis-c-ambulatory-care-quality-improvement-new-mexico-through
     January 01, 2023 - Create search tools that program personnel can use to extract data for monitoring data quality, profiling … Develop a system that automatically uploads laboratory data from TriCore.  … Analytic data marts were created so that subsets of data could be extracted from the database to develop … The project created the ability to automatically upload laboratory data into iHealth. … At the end of the grant period, tools to support ad hoc reports, a data dictionary, and search tools

112. Advancing Health Information Exchange During Inter-Hospital Transfer to Improve Patient Outcomes | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/advancing-health-information-exchange-hie-during-inter-hospital-transfer-iht
     January 01, 2024 - health information exchange platform that improves workflow, interoperability, and visualization of data … Boston Massachusetts Project Dates 08/01/2022 - 05/31/2027 Technology Data … , and uses data visualization to improve presentation of clinical information to lesson cognitive load … , and data visualization of needed clinical information. … The platform will be designed to three use cases of data exchange during IHT: hospitals within the same

113. Critical Access Hospital Partnership Health Information Technology Implementation | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/critical-access-hospital-partnership-health-information-technology
     January 01, 2023 - and deploy a secure health information exchange (HIE) system to enable the communication of patient data … Project officials hope that a Web-based central repository of patient data will go a long way toward … In addition, data were not reported consistently between hospitals. … Memorial hospitals are exchanging clinical and lab data with Marquette General. … "Many people are excited by the idea of sharing data.

114. Patient-Centered Data Visualizations for Diabetes - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs023865-lee-final-report-2018.pdf
     January 01, 2018 - in data presentation. … Key Words: type 1 diabetes, adolescents, data visualization, contextual data 2. … The data variability function shows the range of data and standard deviation between readings for data … Data Collection. … and other health data.

115. Predictive Monitoring: IMPact of Real-Time Predictive Monitoring in Acute Care Cardiology Trial (PM-IMPACCT) | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/predictive-monitoring-impact-real-time-predictive-monitoring-acute-care
     January 01, 2023 - that identifies patients on the verge of clinical deterioration and alerts care teams through enhanced data … , as well as vital signs and lab test data from electronic health records. … hospitals monitor patients and data, including vitals and labs, Dr. … With the data visualization, your eyes are really meant to be drawn to this patient.” … warehouse, such as continuous cardiorespiratory monitoring data.

116. Improving the Quality of Pediatric Emergency Care Using an Electronic Medical Records - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/improving-quality-pediatric-emergency-care-using-electronic-medical-records/annual-summary/2011
     January 01, 2011 - The capacity to capture and analyze these data, however, is limited. … A test data transfer will allow each site to upload data for a 1-month period from the preceding calendar … After completing the test data transfer, electronic data on all pediatric ED patients from each site … from the prior calendar year will be transmitted to a central data coordinating center. … of data in total and representing approximately 1,040,000 pediatric ED visits.

117. Enhancing Quality in Patient Care (EQUIP) Project - 2009 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/enhancing-quality-patient-care-equip-project/annual-summary/2009
     January 01, 2009 - The study also focused on promoting the consistent and structured data definitions and capture methods … A clinical data warehouse provided analytic capability to the project. … The project worked with vendors, measure developers, and end users to define essential data elements … All system sites were using standardized data capture forms. … The data warehouse also produces population-based status reports.

118. 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 - spectrum disorder, which improves earlier detection and treatment as well as research with large-scale data … Language Understanding Funded Amount: $292,404 Difficulty of accessing unstructured data … electronic health records (EHRs) and other digital healthcare tools has generated a large volume of data … In healthcare, data are critical to providers in diagnosing and making informed treatment decisions. … While structured health data, including data coded with a standardized code system such as SNOMED or

119. Keyser DJD et al. 2009 "Using health information technology-related performance measures and tool to improve chronic care." | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/keyser-djd-et-al-2009
     January 01, 2009 - systems, clinical decision support systems, and computerized provider order entry (CPOE) systems on data … collection for performance measures, integrating evidence-based clinical guidelines with patient data … data." … "Although no additional physician time was required for data entry, issues related to operationalizing … Physicians in one practice "now report data on the measures as part of their routine office visits and

120. Advancing the Collection and Use of Patient-Reported Outcomes Through Health Information Technology | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/advancing-collection-and-use-patient-reported-outcomes-through-health
     January 01, 2023 - human and technical processes using a systems approach is crucial to ensure the successful use of PRO data … Technology Consumer Health Informatics Mobile App SMART/FHIR Patient-Generated Health Data … diverse PRO measures in a standardized manner across health providers and systems to enable broader data … Modify an existing PRO data collection app by incorporating FHIR technical specifications and pilot test … Wesley and her team created an efficient technical architecture to seamlessly integrate PRO data into