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261. Appendix U. Improving the Measurement of Surgical Site Infection (SSI) Risk Stratification and Outcome Detection | Agency for Healthcare Research and Quality
     www.ahrq.gov/research/findings/final-reports/ssi/ssiapu.html
     September 01, 2018 - Slide 18 Future Directions Natural Language Processing may be necessary to generate more informative

262. V. Challenges Identified and Lessons Learned | Agency for Healthcare Research and Quality
     www.ahrq.gov/patient-safety/reports/hotline/lessons5.html
     May 01, 2016 - Methodologically robust and rigorous tools for eliciting, reviewing, processing, and presenting patient

263. Final Progress Report: Factors That Enhance Diagnostic Imaging Safety in the Ambulatory Setting (pdf file)
     www.ahrq.gov/sites/default/files/2025-03/lacson-report.pdf
     January 01, 2025 - In addition, we implemented a natural language processing (NLP) tool (See List of Publications D) to … BI-RADS 3 assessment and breast density were retrieved using a natural language processing application … Natural Language Processing Tools 15. Carrodeguas E, Lacson R, Swanson W, Khorasani R.

264. Tool 10: Discharge Process Checklist (doc file)
     www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/medicaidreadmitguide/mcaidread_tool10_dc_checklist.docx
     November 01, 2015 - Tool 10: Discharge Process Checklist Tool 10: Discharge PROCESS Checklist Purpose Provide updated guidance to readmission reduction teams for updating discharge processes, based on Centers for Medicare & Medicaid Services (CMS) documents. Description This tool, adapted from the CMS Conditions of Participation (CO…

265. Asthma 1: Emergency Room Visits for Children between 3 and 21 with identifiable asthma (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/sas-code.pdf
     October 31, 2018 - from the ICD-9 or ICD-10 codeset. 3) Claims are sorted by person ID and claim ID. 4) 'Flagclaims' processing … per claim, with a single indication of any specified occurrence (i.e. once per claim). 5) 'Results' processing … * If incoming diagnosis data do not have decimals, the processing within this * data step can be commented … If incoming diagnosis data do not have decimals, the processing within this data step can be commented

266. References | Agency for Healthcare Research and Quality
     www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-cognitive-load-references.html
     May 01, 2024 - Dual processing and diagnostic errors.

267. Appendix A. Details on Scan Data Set, Manual Reviews, Algorithm Classification Methods, and Supplemental Scan Results | Agency for Healthcare Research and Quality
     www.ahrq.gov/healthsystemsresearch/hspc-research-study/appendix-a.html
     June 01, 2020 - used English words (such as “a,” “the,” “it,” “that,” “is”) were removed from all abstracts before processing … (NLTK Corpora, undated). 2 We employed a straightforward “bag of words” approach to processing text

268. Toolkit for the System Approach to Tracking and Increasing Screening for Public Health Improvement of Colorectal Cancer Intervention (pdf file)
     www.ahrq.gov/sites/default/files/publications/files/crctoolkit.pdf
     December 01, 2010 - instructions for receiving stool test kits from patients and sending them to the clinical lab for processing … [INSERT HERE: YOUR LAB’S NAME] has provided a short form to return kits to the lab for processing. … Patients may complete and return stool test cards to a central lab for processing. … The central entity also reviews reports received from the clinical lab processing stool test kits for … As mentioned, we suggest establishing an agreement with the clinical laboratory processing the stool

269. Toolkit for the System Approach to Tracking and Increasing Screening for Public Health Improvement of Colorectal Cancer Intervention (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/research/findings/final-reports/crctoolkit/crctoolkit.pdf
     December 01, 2010 - instructions for receiving stool test kits from patients and sending them to the clinical lab for processing … [INSERT HERE: YOUR LAB’S NAME] has provided a short form to return kits to the lab for processing. … Patients may complete and return stool test cards to a central lab for processing. … The central entity also reviews reports received from the clinical lab processing stool test kits for … As mentioned, we suggest establishing an agreement with the clinical laboratory processing the stool

270. Final Progress Report: Gastrointestinal Safety of Antithrombotic Drug Regimens (pdf file)
     www.ahrq.gov/sites/default/files/2024-01/abraham-report.pdf
     January 01, 2024 - Estimates of OTC drug prevalence were obtained from the Natural Language Processing (NLP) information

271. Federal Interagency Workgroup: Improving Diagnostic Safety and Quality in Healthcare July Meeting Summary (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/topics/IAWG-July-2024-meeting-notes.pdf
     January 01, 2024 - Topics include error definition, cognitive processing, diagnostic hypothesis generation, treatment,

272. TCD Screening and Communication Processes – Flow Diagrams (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/pqmp/toolkits/tcd-screening-flow-diagram.pdf
     June 02, 2025 - TCD Screening and Communication Processes – Flow Diagrams TCD Screening and Communication Processes – Flow Diagrams In order to identify gaps in care, it is important to first understand the steps involved in obtaining a TCD screen. This process is illustrated below. …

273. Presentation: Auditing Your Briefings and Debriefings
     www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/hais/tools/surgery/modules/implementation/imp_audit_briefing.pptx
     December 01, 2017 - Working with the sterile processing department management, it was clear that the staff was supposed to … While the safety team works through the solution from a technology standpoint, the sterile processing

274. Preparing for Ambulatory Computerized Prescriber Order Entry by Evaluating Preimplementation Medication Errors (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol2/Devine.pdf
     July 01, 2003 - The clinic has estimated the ACPOE system will save $1.8 million dollars annually in prescription processing … characteristics—underlying cause of error Drug name confusion Lack of standardization of prescription processing

275. Title of Presentation: (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/demoeval/what-we-learned/qde-mmd-webinar-on_quality-measure-use.pdf
     September 24, 2015 - identifying QI priorities, but less useful for guiding and assessing QI projects • Long delays in claims processing

276. Putting Quality Measures to Work: Lessons from the CHIPRA Quality Demonstration Grant Program | Agency for Healthcare Research and Quality
     www.ahrq.gov/policymakers/chipra/demoeval/what-we-learned/qde-mmd-webinar-slides.html
     January 01, 2016 - identifying QI priorities, but less useful for guiding and assessing QI projects Long delays in claims processing

277. Static Teach-back Interactive Module (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-family-engagement/pfeprimarycare/teachback-module-accessible.pdf
     January 01, 2013 - Information processing speed declines with age:  Limit the amount of new information delivered during

278. II. Background | Agency for Healthcare Research and Quality
     www.ahrq.gov/research/findings/final-reports/crctoolkit/crctoolkit2.html
     April 01, 2018 - one or more suppliers of stool test kits and one or more clinical laboratories to process them (the processing

279. AHRQ Issue Brief: Understanding the AI Wave: Foundational Knowledge for Improving Diagnosis and Beyond (pdf file)
     www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/resources/issue-briefs/dxsafety-brief-ai-wave.pdf
     June 01, 2025 - human-like intelligence in appearance and interaction, they involve no learning, thinking, or deeper processing … applied in practice, including computer vision, biomedical pattern recognition, and natural language processing … Natural language processing (NLP), or the application of deep learning to recognize patterns in text

280. Final Progress Report: Risk Assessment of the Testing Processes of Access Community Health Network (pdf file)
     www.ahrq.gov/sites/default/files/2024-12/eder-report.pdf
     January 01, 2024 - Scope The scope of this assessment includes the processing of all lab tests, imaging studies,