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41. Lab Results Improve Accuracy of AI-Generated Diagnoses | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/newsletters/e-newsletter/959.html
    May 01, 2025 - Lab Results Improve Accuracy of AI-Generated Diagnoses Issue Number 959 AHRQ News Now is … Today’s Headlines Lab Results Improve Accuracy of AI-Generated Diagnoses . … Lab Results Improve Accuracy of AI-Generated Diagnoses  An AHRQ-funded study published in NPJ Digital … Medicine found that including lab results significantly improved the accuracy of differential diagnoses … Each model generated a list of possible diagnoses with and without lab data.

42. Content-Specific Versus Process-Focused Checklists | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxchecklists-3.html
    September 01, 2020 - Process-Focused Checklists Factors That Influence Effectiveness of Checklists Why Checklists for Diagnosis … For example, these may list specific diagnostic steps or suggestions of possible diagnoses that should … Shimizu and colleagues compared medical students’ intuitive process (i.e., list the three most likely diagnoses … ) with one of two checklists: (1) a content-specific checklist that suggested differential diagnosis

43. SOPS® Diagnostic Safety Supplemental Item Set for the SOPS Medical Office Survey (doc file)
    www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/medical-office/Final-DX-Safety-items-12-15-2022.docx
    January 01, 2022 - medical offices assess the extent to which their organizations support the diagnostic process, accurate diagnoses … , and communication around diagnoses. … ask about your medical office’s processes around diagnosis. … diagnosis over time, as needed. … Providers document differential diagnoses when they have not ruled out other diagnoses 1 2 3 4

44. SOPS® Diagnostic Safety Supplemental Item Set for the SOPS Medical Office Survey (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/medical-office/Final-DX-Safety-items-2022-1215-ENGLISH-508.pdf
    January 01, 2022 - medical offices assess the extent to which their organizations support the diagnostic process, accurate diagnoses … , and communication around diagnoses. … the diagnosis over time, as needed. 3 SECTION C: Provider and Staff Communication Around Diagnosis … Providers document differential diagnoses when they have not ruled out other diagnoses ............ … When a missed, wrong, or delayed diagnosis happens in this office, we are informed about it ...

45. Challenges and Opportunities for Improvement in Diagnostic Documentation | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ehr-impact4.html
    July 01, 2024 - Documenting Diagnosis: Exploring the Impact of Electronic Health Records on Diagnostic Safety Challenges … In such situations, providers may need to rely on provisional or working diagnoses, which can make it … specific, often requiring providers to choose from a vast array of codes that correspond to different diagnoses … The first was the use of direct expression (e.g., use of question marks, differential diagnoses, and … Patient-facing questionnaires to gather patient concerns. 47   Initiatives that allow patients to review diagnoses

46. The “Never Antibiotics” Diagnoses: ​Viral Acute Upper Respiratory Infection: ​the Common Cold – Slides
    www.ahrq.gov/sites/default/files/wysiwyg/antibiotic-use/ambulatory-care/common-cold-slides.pptx
    September 01, 2022 - The “Never Antibiotics” Diagnoses: ​Viral Acute Upper Respiratory Infection: ​the Common Cold – Slides … The “Never Antibiotics” Diagnoses: Acute Viral Upper Respiratory Infection: the Common Cold Ambulatory … Discussion Guide: Refer to the Discussion Guide to help your practice develop a standardized approach to the diagnosis … Clinician One-Page Document: Refer to the One-Page document for a concise summary of the diagnosis and

47. Final Progress Report: Evaluating and Improving Present-On-Admission for Performance Reporting (pdf file)
    www.ahrq.gov/sites/default/files/2025-02/goldman-report.pdf
    January 01, 2025 - reviewers had to agree (with the PDD) on the accuracy of the sampled principal condition and secondary diagnosis … with two or three re- abstractions, each had to agree on the POA reporting of the specified secondary diagnosis … or procedure or the acute secondary diagnosis. … ).8 For the primary diagnosis or procedure, 298 patients had an acute myocardial infarction, 205 had … Assessing accuracy of diagnosis-type indicators for flagging complications in administrative data.

48. AHRQ’s Safety Program for Nursing Homes: On-Time Preventable Hospital and Emergency Department Visits Training | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/settings/long-term-care/resource/ontime/prevhosp/ereportguide.html
    September 01, 2017 - Discharge diagnoses from hospital (principal diagnosis and secondary diagnoses). … Discharge diagnoses from hospital (principal diagnosis and secondary diagnoses). … If multiple diagnoses are in the medical record, the diagnosis designated as “primary” will be displayed … If multiple diagnoses are in the medical record, the diagnosis designated as “primary” will be displayed … Active High-Risk Diagnoses.

49. New AHRQ SOPS® Diagnostic Safety Supplemental Items for Medical Offices (Webcast) | Agency for Healthcare Research and Quality
    www.ahrq.gov/sops/events/webinars/dxsafety.html
    June 01, 2022 - to assess the extent to which the organizational culture supports the diagnostic process, accurate diagnoses … , and communication around diagnoses.

50. New AHRQ SOPS® Diagnostic Safety Supplemental Items for Medical Offices - Yount (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/sops/events/webinar/04-new_sops_diagnostic_safety-yount.pdf
    October 20, 2021 - Assess the extent to which the organizational culture supports the diagnostic process and accurate diagnoses … to share their concerns ,about a patient's health condition. 74 Providers document differential diagnoses … when they have not ruled out other diagnoses. 57 When a provider thinks another provider in this … staff to share their concerns .about a patient's health condition. 74 Providers document differential diagnoses … when they have not ruled out other diagnoses.

51. When It Comes to High-Quality Healthcare, Diagnostic Safety Tops the List | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/blog/ahrqviews/diagnostic-safety-tops-the-list.html
    March 01, 2024 - healthcare delivery increasingly recognized as essential to high-quality care: timely and accurate diagnosis … The urgent need to reduce these errors—which include diagnoses that are either inaccurate, delayed, or … new curriculum to help clinical teams improve communication for safer, more accurate, and timely diagnoses … These resources and others reflect contemporary efforts to advance the art and science of diagnosis. … essential insights into areas such as diagnostic error detection, the frequency and consequences of delayed diagnoses

52. 2024 Results for the AHRQ Surveys on Patient Safety Culture® (SOPS®) Diagnostic Safety Supplemental Item Set for Medical Offices (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/sops/surveys/medical-office/medical-office-diagnostic-safety-database-report-2024.pdf
    January 01, 2024 - , and communication around diagnoses. … out other diagnoses. … other diagnoses. … out other diagnoses. … diagnoses.

53. Diagnostic error in mental health: a review (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/topics/dx-safety-mental-health-bmjqs.pdf
    April 15, 2024 - to missed diagnoses (ie, diagnoses not noted by the original clinician but subsequently assigned by … Confirmation bias: why psychiatrists stick to wrong preliminary diagnoses. … Information order effects in clinical psychological diagnoses. … Onset of schizophrenia diagnoses in a large clinical cohort. Sci Rep 2019;9. 99 Barnes A. … Race and schizophrenia diagnoses in four types of hospitals.

54. Nurses’ Roles in the Diagnostic Process | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/nurse-role-dxsafety2.html
    September 01, 2022 - SIDM Competencies To Improve Diagnosis and Suggested Questions for Debriefing Case Studies … Traditionally, diagnosis has been viewed as a physician responsibility separate from what nurses … team member and may discover or learn of information that is integral to making an accurate and timely diagnosis … monitoring and surveillance of patients’ conditions that may help clinicians confirm their working diagnoses … or consider alternative diagnoses.

55. Documenting Diagnosis: Exploring the Impact of Electronic Health Records on Diagnostic Safety (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/resources/issue-briefs/dxsafety-ehr-impact.pdf
    August 01, 2024 - In such situations, providers may need to rely on provisional or working diagnoses, which can make it … The first was the use of direct expression (e.g., use of question marks, differential diagnoses, and … Lastly, NLP-powered CDS systems can assist providers in documenting diagnoses by offering real-time … Improving Diagnosis in Health Care. … The accuracy of bedside neurological diagnoses.

56. Appendix A. SIDM Competencies To Improve Diagnosis and Suggested Questions for Debriefing Case Studies | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/nurse-role-dxsafety-apa.html
    September 01, 2022 - What findings lead to the team’s potential diagnoses?   I-2. … diagnoses.  … How confident are you about the diagnosis for this patient? … Source: Society to Improve Diagnosis in Medicine. … Competency: Identify and understand the systems factors that facilitate and contribute to timely, accurate diagnoses

57. Healthcare Cost and Utilization Project (HCUP) | Agency for Healthcare Research and Quality
    www.ahrq.gov/data/hcup/index.html
    February 01, 2025 - encounter-level inpatient, emergency department, and ambulatory surgery data, regardless of the patient’s age, diagnosis … Information on the records includes patient demographics, all-listed diagnoses and procedures, origin … Other AHRQ HCUP Tools and Software  Clinical Classifications Software Refined (CCSR) for ICD-10-CM Diagnoses … Chronic Condition Indicator Refined for ICD-10-CM Diagnoses (CCIR).  … Elixhauser Comorbidity Software Refined for ICD-10-CM Diagnoses. 

58. Emergency Department Workflow Diagrams (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/quality-resources/tools/cap-toolkit/ed-workflowdiagrams.pdf
    January 01, 2018 - Diagnosis CAP? Pursue other diagnoses. Inpatient treatment warranted? … Diagnosis CAP? Pursue other diagnoses. Inpatient treatment warranted? … Diagnosis CAP? Pursue other diagnoses. Inpatient treatment warranted?

59. Final Progress Report: Epidemiology, Exploration, and Evaluation: Addressing potentially dangerous medications in children on Medicaid with a mental health diagnosis (pdf file)
    www.ahrq.gov/sites/default/files/2024-02/kleinman-report.pdf
    January 01, 2024 - Mental health diagnoses are common in children. … To define behavioral/mental health diagnoses, a list of diagnoses was compiled based on the AHRQ CCS … The list of diagnoses was then reviewed, and diagnoses were grouped into diagnostic classes by topic … Those diagnoses were translated into ICD-9 codes. … two or more BMH diagnoses.

60. On-Time Preventable Hospital and Emergency Department Visits (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/long-term-care/resources/ontime/prevhosp/2-preventablehospitalandedvisits-samplerpts_3.pdf
    November 30, 2013 - # Hospital Admits Within: Hospital Discharge Diagnosis High-Risk Diagnoses Associated With … Active High-Risk Diagnoses. … Certain medical diagnoses are associated with preventable hospital and ED visits. … • How many discharge diagnoses were “potentially preventable”? … diagnosis in 10 percent of ED visits, their rank order would be the same.