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digital.ahrq.gov/ahrq-funded-projects/enhancing-medication-cpoe-safety-and-quality-indications-based-prescribing
January 01, 2023 - Quantitative , Retrospective Technology: Computerized Provider Order Entry System , Natural Language Processing
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hcup-us.ahrq.gov/db/state/sasddist/sasddist_filecompia.jsp
March 01, 2007 - Exclusion of Records During HCUP Processing
Beginning in 2017, records with a discharge disposition
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psnet.ahrq.gov/web-mm/pca-overdose
April 01, 2017 - Fortunately, new signal processing technologies are making pulse oximeter technology much more reliable
-
psnet.ahrq.gov/node/49581/psn-pdf
March 21, 2009 - care practitioners; and (iii) a push for efficiency over safety that
decreases the time for cognitive processing
-
www.ahrq.gov/patient-safety/reports/issue-briefs/state-of-science-2b.html
June 01, 2020 - researchers. 8,16 , 88
Other mechanisms for mining clinical data repositories, such as natural language processing
-
www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/dx-safety-workgroup-meeting-notes-apr2025.pdf
August 01, 2025 - all aspects
of errors relevant to emergency care ranging from the definition of errors,
cognitive processing
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www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/statesummaries/chipra-750-maine-state-snapshot.pdf
January 01, 2018 - Although practices found the reports
useful for targeting improvement strategies, long delays
in claims processing
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023708-senathirajah-final-report-2021.pdf
January 01, 2021 - By the time users navigate to and begin
processing the information on the second screen, they may forget … may not be salient for the clinician to notice and act on, or clinicians spend more time and energy
processing … Visuo-spatialWorking Memory as a Limited Resource of
Cognitive Processing. … The magical number seven, plus or minus two: Some limits on our capacity for processing
information.
-
effectivehealthcare.ahrq.gov/sites/default/files/pdf/ptsd-adult-treatment_research-protocol.pdf
December 20, 2011 - and include the following: cognitive-behavioral therapy such as
cognitive restructuring, cognitive processing … treatments
(including cognitive-behavioral therapy [CBT], such as cognitive restructuring,
cognitive processing … :
○ Psychological interventions including:
– CBT, such as cognitive restructuring and cognitive processing … Psychological intervention terms:
“cognitive therapy” [MeSH] OR “cognitive restructuring” OR “cognitive processing
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digital.ahrq.gov/sites/default/files/docs/citation/ahrq_cedar_final_project_report_2023.pdf
January 01, 2023 - collected from the focus group sessions were analyzed using Machine Learning (ML) and
Natural Language Processing … Specifically, where these solutions can enable more accurate processing of natural language,
they may … MITRE Corporation
ML Machine Learning
NIH National Institutes of Health
NLP Natural Language Processing … “Open Sourcing BERT: State-of-the-Art Pre-training for
Natural Language Processing” (Google Research
-
www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/2019-pharmacy-sops-database-report-appendix.pdf
January 01, 2019 - We feel rushed when processing prescriptions. (B9R) 27% 22% 15%
3. … We feel rushed when processing prescriptions. (B9R) 26% 22% 20% 19%
3. … We feel rushed when processing prescriptions. (B9R) 12% 26% 27% 23%
3. … We feel rushed when processing prescriptions. (B9R) 38% 30% 24% 15% 10% 10%
3.
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effectivehealthcare.ahrq.gov/sites/default/files/related_files/machine-learning-tools-white-paper-2025-update.pdf
January 01, 2025 - model at pre-specified
intervals to account for ongoing human
input
Abstrackr
Natural Language Processing … the most
“appropriate” information
(3) Predict the classes of
every token
NR Natural language
processing … of
Randomized Controlled Oncology Trials and
Assignment of Tumor Entities Using Natural
Language Processing … Validation of a
semiautomated natural language processing–
based procedure for meta-analysis of cancer … Semi-automated title-abstract
screening using natural language
processing and machine learning
Systematic
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/esrd/NOTICEProcessChecklist.pdf
June 02, 2025 - NOTICE Process Checklist
…
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/candor/module4/module4-event-reporting-investigation-analysis.pptx
September 10, 2015 - An Overview of the CANDOR Process
Communication and Optimal Resolution
(CANDOR)
Toolkit
Module 4: Event Reporting,
Event Investigation and Analysis
Module 4 of the CANDOR Toolkit covers the Event Reporting, Event Investigation, and Analysis component of the CANDOR process.
1
Objectives
Define the key elements …
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digital.ahrq.gov/ahrq-funded-projects/past-initiatives/ambulatory-safety-and-quality-program
January 01, 2023 - Measurement Through Health IT Projects
A National Web Conference on the Use of Natural Language Processing
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www.ahrq.gov/patient-safety/quality-resources/tools/chtoolbx/measures/measure-2.html
November 01, 2017 - Claims processing.
Medicaid enrollment.
Coverage by multiple plans.
Well-child care.
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digital.ahrq.gov/sites/default/files/docs/publication/BarrierstoMeaningfulUseAppendixC.pdf
October 31, 2013 - When I speak of an EHR system, I am not
referring to computerized scheduling, billing, claims processing
-
psnet.ahrq.gov/web-mm/medication-overdose
September 01, 2011 - particularly valuable by reducing ADEs through ongoing monitoring and correction of orders prior to processing
-
www.ahrq.gov/patient-safety/settings/hospital/candor/modules/notes8.html
August 01, 2022 - followed by a steady reduction in the number of claims and in other metrics, such as elapsed time for processing
-
psnet.ahrq.gov/node/49396/psn-pdf
April 01, 2003 - Install and utilize computerized alerts to remind providers about potential problems during
prescription processing