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21. CAHPS Patient Narrative Item Sets | Agency for Healthcare Research and Quality
    www.ahrq.gov/cahps/surveys-guidance/item-sets/elicitation/index.html
    August 01, 2024 - Two basic types of processing can be used:  Qualitative analysis methods using human coders. … Natural language processing (NLP). … Natural Language Processing. … systems collecting large amounts of patient comments have opted to use some form of natural language processing … Read the study: Using Natural Language Processing to Code Patient Experience Narratives Capabilities

22. Appendix M. Endoscopy Infographic - Implementation Guide | Agency for Healthcare Research and Quality
    www.ahrq.gov/hai/tools/ambulatory-surgery/sections/implementation/implementation-guide/app-m.html
    May 01, 2017 - Submerge scope either manually or in AER during all cycles of processing. … References Guideline for Processing Flexible Endoscopes. … ANSI/AAMI ST79:2015 Flexible and Semi-Rigid Endoscope Processing in Health Care Facilities.

23. Fundamental Concepts for Understanding Cognitive Load | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load2.html
    August 01, 2024 - CLT was first developed in the 1980s and focused on human information processing, memory, and problem … Memory is the neurochemical and psychological process linked to information processing, encompassing … capacity, but information exists for mere seconds before being forgotten or passed on (e.g., continuous processing

24. Re-engineering for Accurate, Timely, and Communicated Diagnosis of Cardiovascular Disease in Women (DREAM Lab) | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/resources/learning-lab/dream-lab-long-desc.html
    August 01, 2025 - more than 88,000 CVD cases, reviewed over 12,000 safety event reports, and applied natural language processing … Evaluation of a natural language processing approach to identify diagnostic errors and analysis of safety … Evaluation of a natural language processing approach to identify diagnostic errors and analysis of safety

25. Preventing Infections in Endoscopic Procedures (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/hais/tools/ambulatory-surgery/sections/implementation/implementation-guide/appendix-m.pdf
    May 01, 2017 - Submerge scope either manually or in AER during all cycles of processing. … • Guideline for Processing Flexible Endoscopes. In: Guideline for Perioperative Practice. … • ANSI/AAMI ST79:2015 Flexible and Semi-Rigid Endoscope Processing in Health Care Facilities.

26. The Theory of Distributed Cognition | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/distributed-cognition-er-nurses2.html
    August 01, 2022 - Distributed cognition is a theory of human cognition that describes how information processing … across people and their workplace, their technologies, and their social organization and how information processing

27. Physician and Physician Practice Research Database Feasibility Report (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/data/3P-RD-Feasibility-Report.pdf
    February 01, 2024 - Files need to be transformed prior to conducting linking and further data processing. … Relying on programming techniques that streamline and automate the processing of data can decrease processing … As a result, additional steps are required for processing or the sequence for processing files may need … Multiple IDs within a state data file will increase processing time. … A critical step in data processing for the 3P-RD program is data benchmarking (Table 4.7).

28. Final Progress Report: Targeted Delivery of Multiparametric Telemetry Clinical Messages to Mitigate Alarm Fatigue - PERSEUS (pdf file)
    www.ahrq.gov/sites/default/files/2024-05/kobayashi-report.pdf
    January 01, 2024 - Key Words: alert fatigue health personnel, automatic data processing; clinical alarms; data collection … and analyses Innovation 2: Open, modular framework for exploratory near-/real-time bedside signals processing … Modular code was added on to enable experimental data processing and patient monitoring approaches at … Successful acquisition, processing, de-identification, and packaging of large human-/machine-readable … Acute care patient bedside telemetry monitor datastream processing, visualization, and querying with

29. About the Measure | Agency for Healthcare Research and Quality
    www.ahrq.gov/pqmp/implementation-qi/toolkit/asthma/about.html
    July 01, 2021 - Measure Coding ( PDF , 239 KB): This document provides a visual map and representation of the data processing … In other words, the SAS code implements the processing steps, and the flow diagrams are aids to understanding

30. Cognitive Load Theory and Its Impact on Diagnostic Accuracy: Issue Brief (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/resources/issue-briefs/dxsafety-cognitive-load-theory.pdf
    May 01, 2024 - The dual processing model of cognition posits two main types of thinking processes. … Type 1 processing relies on intuition and patterns to formulate a rapid diagnosis. … In addition, type 1 and type 2 processing are often both needed during a clinical encounter. … or a transition to type 2-predominant processing. … Dual processing and diagnostic errors.

31. Analyzing CAHPS Survey Data | Agency for Healthcare Research and Quality
    www.ahrq.gov/cahps/surveys-guidance/helpful-resources/analysis/index.html
    July 01, 2025 - Comments In 2019 and 2020, the CAHPS team conducted a study to explore and assess natural language processing … Read more about the team’s methods and findings: Using Natural Language Processing to Code Patient Experience

32. Final progress report: Developing Evidence for Safety Surveillance from Device Adverse Event Reports (pdf file)
    www.ahrq.gov/sites/default/files/2025-02/mao-report.pdf
    January 01, 2025 - Natural language processing is a powerful method to handle complex narrative data in biomedical research … Key Words Adverse event report, natural language processing, hysteroscopic sterilization, regulatory … Recently developed automated approaches, such as natural language processing (NLP), can process free-text … Paper presented at: Proceedings of the 2010 workshop on biomedical natural language processing. 2010 … Active computerized pharmacovigilance using natural language processing, statistics, and electronic

33. CAHPS Survey Design and Administration | Agency for Healthcare Research and Quality
    www.ahrq.gov/cahps/surveys-guidance/survey-methods-research/index.html
    January 01, 2025 - Processing and analyzing CAHPS survey results. … General Guidance on Processing and Analyzing CAHPS Survey Results  As survey responses are returned,

34. Asthma 1 Measure Calculation Steps (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/flow-diagrams.pdf
    June 02, 2025 - Pre-Measure Processing Steps Asthma 1 Measure Calculation Steps Asthma 1 input file Asthma 1 output … Pre-Measure Processing Steps 2. Reference file creation 3. Denominator Calculation 4.

35. Instructions for Requesting Information | Agency for Healthcare Research and Quality
    www.ahrq.gov/policy/foia/instruct.html
    July 01, 2025 - We assume that you are willing to pay the fees accessed for processing your request. … Requesters will be billed if the total processing fees are $25 or more. … Expedited Process We will provide expedited processing when the disclosure of records demonstrate a

36. HHS AHRQ Freedom of Information Annual Report - FY 2010 (3) | Agency for Healthcare Research and Quality
    www.ahrq.gov/policy/foia/foiafy10b.html
    October 01, 2014 - Employees" Number of "Equivalent Full-Time FOIA Employees" Total Number of Full-Time FOIA Staff Processing … Fees Collected for Processing Requests Component Total Amount of Fees Collected Percentage

37. Implementation Guide | Agency for Healthcare Research and Quality
    www.ahrq.gov/hai/tools/ambulatory-surgery/sections/implementation/implementation-guide.html
    May 01, 2017 - A Clear View on Flexible Endoscope Processing These two Webinar presentations discuss the standards … of scope processing jointly released in April 2015 by the American National Standards Institute and the

38. Quality and Safety Review System (QSRS) | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/quality-measures/qsrs/index.html
    July 01, 2025 - of a prototype (PDF, 4.3 MB) that integrated Optical Character Recognition (OCR), Natural Language Processing … prototype was developed using Amazon Web Services-native technologies and supported unattended batch processing

39. Final Progress Report: Improving the Quality of Pediatric Emergency Care Using an Electronic Medical Record Registry (pdf file)
    www.ahrq.gov/sites/default/files/2024-07/alpern-report.pdf
    January 01, 2024 - Natural language processing methods are used to identify acute long bone fractures from radiology reports … Strategic use of straightforward natural language processing methods offers the quality improvement … Chamberlain JM, Alpern ER: Identification of long bone fractures in radiology reports using natural language processing … Natural Language Processing for Radiology Reports: Use for Clinical Research.

40. Tip 6. Use Caution With Readability Formulas for Quality Reports | Agency for Healthcare Research and Quality
    www.ahrq.gov/talkingquality/resources/writing/tip6.html
    May 01, 2015 - You can use the formulas to score text by hand or use computerized versions that are built into word processing … Also, if you use a computerized readability formula (such as the ones that are built into some word processing