-
digital.ahrq.gov/2019-year-review/research-summary/improving-delivery-health-services-health-systems-level
January 01, 2019 - Li Zhou was also funded to use NLP to improve the quality of medical documents created with speech recognition … use of language models for error detection is a promising tool for improving the accuracy of medical documents … higher for clinical encounters, while “push” usage was higher for imaging information and clinical documents
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/experience/mohr-t-et-al-2008
January 01, 2008 - and reports coming into all office locations as each one went live, converting them into electronic documents … Our new EMR service was able to scan and categorize every incoming fax, then match specific clinical documents
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digital.ahrq.gov/sites/default/files/docs/page/2006Levett_051711comp.pdf
June 16, 2021 - Corrective and preventive action plans
Document system, controlled and shared
Example of Shared Documents … 4 Codes, NDC Codes
Tools: Anticoagulation Clinic
Process patient flow chart: This flow chart documents … Management System
Community Framework for �ISO 9001
Applicable ISO Principles
Example of Shared Documents
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digital.ahrq.gov/ahrq-funded-projects/improving-lab-follow-delivering-enhanced-medication-list-outpatient-physician/annual-summary/2010
January 01, 2010 - multiple sources into a single document. ( Achieved )
Add decision support rules to medication history documents … abnormal labs, or drugs to avoid in the elderly. ( Achieved )
Deliver enhanced medication history documents … The printed documents were easily integrated into the paper-based process of assembling a clinic chart
-
digital.ahrq.gov/sites/default/files/docs/citation/r21hs022335-juckett-final-report-2017.pdf
January 01, 2017 - by the four
annotators
Coverage 77.8 (8.7) % Mean (sd) percentage of the documents’ text
assigned … Analysis of unseen documents entailed
extracting overlapping n-gram word segments and converting them … Human annotated
documents (solid circles) and the algorithm output (open triangles) are shown for the … The algorithm predicted
that 90.6% of the documents contained at least one sentence addressing some … The algorithm predicted only a slightly different subset of
documents.
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digital.ahrq.gov/ahrq-funded-projects/nlp-improve-accuracy-and-quality-dictated-medical-documents/citation/speech
January 01, 2023 - Investigator
Zhou, Li
Project Name
NLP to Improve Accuracy and Quality of Dictated Medical Documents
-
digital.ahrq.gov/ahrq-funded-projects/regional-approach-transforming-healthcare-quality-through-information
January 01, 2023 - implementation of a clinical document store that permitted authorized clinicians to access clinical documents … lab results to LOINC (the standard terminology), and incorporating unstructured, high-value clinical documents
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digital.ahrq.gov/sites/default/files/docs/survey/document-workflow-assessment-guide-hospital.pdf
January 26, 2009 - ):
This guide is intended to effectively capture information from hospital staff on the following documents … and quantitative understanding of the following:
• Costs involved with receiving and sending these documents
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digital.ahrq.gov/ahrq-funded-projects/nlp-improve-accuracy-and-quality-dictated-medical-documents/citation/incidence
January 01, 2023 - Investigator
Zhou, Li
Project Name
NLP to Improve Accuracy and Quality of Dictated Medical Documents
-
digital.ahrq.gov/ahrq-funded-projects/addressing-personal-health-information-management-needs-older-adults/citation/guidebook
January 01, 2023 - Link
https://www.nwcphp.org/sites/www.nwcphp.org/files/documents/Revised_06-12-20_Gu…
Principal
-
digital.ahrq.gov/health-it-tools-and-resources/implementation-toolsets-e-prescribing/toolset-e-prescribing/tool-51-sample-workflow-diagrams
January 01, 2023 - Process steps are shown as rectangles, steps for handling or producing documents as rectangles with a … Process steps are shown as rectangles, decision steps as diamonds, steps for handling or producing documents … The fourth step is "Prescriber retrieves documents & approves, changes or denies renewal or exception
-
digital.ahrq.gov/ahrq-funded-projects/nlp-improve-accuracy-and-quality-dictated-medical-documents/citation/survey
January 01, 2023 - Investigator
Zhou, Li
Project Name
NLP to Improve Accuracy and Quality of Dictated Medical Documents
-
digital.ahrq.gov/sites/default/files/docs/workflowtoolkit/ehr_implementation_checklist.pdf
January 01, 2006 - workflows based on incorporation of EHR
Handling of Existing Data
Identify key information and documents … be in system
Develop plan for entering them into system
Develop plan for handling new, outside documents
-
digital.ahrq.gov/sites/default/files/docs/citation/r01hs024090-turchin-final-report-2019.pdf
January 01, 2019 - This approach leaves out a large amount of information that is only available in narrative
documents … that application of two novel technologies could leverage the
information in narrative electronic documents … As electronic medical records (EMRs) grow increasingly prevalent,
narrative documents become available … that
information such as the patient's functional status that is usually only found in narrative
documents … accomplished the following tasks: a) identification of document boundaries and
linking individual documents
-
digital.ahrq.gov/sites/default/files/docs/improving-hit-safety-slides-020717.pdf
February 07, 2017 - system
using NLP for improving the accuracy and quality of speech
recognition generated medical documents … Hospital
42
Document Quality & Patient Safety
• Accurate medical documents … • Errors in medical documents can lead to medical errors in
patient care, some of which cause injury … • This presentation reports
our errors analysis in
back-end SR generated
documents at different … • Automated error detection may help improve the accuracy
of dictated documents.
63
-
digital.ahrq.gov/sites/default/files/docs/citation/r01hs024556-vest-final-report-2019.pdf
January 01, 2019 - In “push” HIE, structured documents are sent from one provider to another. … Pull” HIE usage higher for encounters with usage of “push” HIE for
imaging information and clinical documents … In “push”, structured documents such as test results
and clinical care documents (CCDs) are sent from … Second, EHR system log files recorded laboratory
results, imaging reports, and other clinical documents … HIE for
imaging information, and 4.8 percentage points higher with usage of “push” HIE for clinical
documents
-
digital.ahrq.gov/sites/default/files/docs/page/2006Richards_051611comp.pdf
June 05, 2006 - research:
missing address, inactive
provider #, missing fax #
Nightly process
distributes
documents … p-
04
De
c-
04
M
ar
-0
5
Ju
n-
05
Total Monthly Distribution
EHR Clinic Notes & Transcribed Documents … EHR
Inpatient
update of
EHR
PACS
EKG
→
VISIT SPECIFIC INFO
Clinic notes, ADT, transcribed
documents
-
digital.ahrq.gov/ahrq-funded-projects/state-and-regional-demonstrations-health-information-technology/annual-summary/2010
January 01, 2010 - reports, radiographic reports, select transcribed notes, and a range of other clinical and administrative documents … complaints, 45 million laboratory tests, 5 million radiology reports, and 2.1 million other reports and documents
-
digital.ahrq.gov/ahrq-funded-projects/privacy-and-security-solutions-interoperable-hie-ak
January 01, 2023 - Alaska's phase 2 project produced three products: Five essential documents providing a standardized approach
-
digital.ahrq.gov/ahrq-funded-projects/using-health-information-technology-improve-health-care-quality-primary-care-ok/annual-summary/2011
January 01, 2011 - This project documents, studies, and reports the engagement of six primary care practices that use EHRs … guide that provides the principles and steps required to implement connections between such systems and documents