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digital.ahrq.gov/sites/default/files/docs/artificial-intelligence-tools-improve-slides-03182025.pdf
March 18, 2025 - Triage Level
1-5 Diagnosis
•Order
Diagnostics
•Interpret
Results
•Diagnose
Treatment
•Supportive … IVF)
Diagnosis-
specific (e.g. … IVF)
•Diagnosis-
specific (e.g. … IVF)
•Diagnosis-
specific (e.g. … Intermediate suspicion (43-74)
Elevated suspicion (≥ 75)
Analysis of AI outputs Pathology-confirmed
diagnoses
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digital.ahrq.gov/2018-year-review/research-dissemination/journals
January 01, 2018 - initiatives, including the use of health IT to reduce medication errors and emerging efforts to improve diagnoses
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digital.ahrq.gov/ahrq-funded-projects/virtual-continuity-and-its-impact-complex-hospitalized-patients-care/annual-summary/2012
January 01, 2012 - physician documentation, laboratory, and radiology results; medications; notification of admitting diagnoses
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digital.ahrq.gov/sites/default/files/docs/citation/r03hs0S26266-zhang-final-report-2022.pdf
January 01, 2022 - assessed the relationship between
order set use and care variation while controlling for principal diagnoses … Patients who had qualified
medication/diagnostic orders (N=128802)
Exclude:
Patients without diagnoses … , or principal diagnoses based
on Clinical Classifications Software body system
categories ( … N=618)
Patients who had principal diagnoses based on
Clinical Classifications Software body … We extracted data regarding diagnoses including ICD-10 code and diagnosis type (principal or
secondary
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digital.ahrq.gov/sites/default/files/docs/citation/09-10-0091-1-EF.pdf
October 01, 2009 - judge patient history, while incorporating the medical knowledge
necessary to develop evidence-based diagnoses … These presenting symptoms are
common to multiple potential diagnoses and may or may not be related to … These
presenting symptoms are common to multiple potential diagnoses and may or may not be
related … and may or may not be related to previously reported patient problems or diagnoses.
38
The … • Insurance coverage
• Consent
• Demographic information
• Diagnoses
46
• Encounters
•
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digital.ahrq.gov/medical-condition/thromboembolism
January 01, 2024 - Thromboembolism
Complexity, Incidence, and Costs Related to Delayed Diagnosis … and surveys, electronic health records, and machine learning) to better understand missed and delayed diagnoses
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/brownbridge
January 01, 2023 - Here we report a human factors assessment of an interactive computer aid to history-taking and diagnosis … Objective
To "report a human factors assessment of an interactive computer aid to history-taking and diagnosis … computer system provides categories in which patient-specific information can be entered to aid in the diagnosis … main screen constantly updates the statistical likelihood of the symptoms being caused by each of five diagnoses
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digital.ahrq.gov/ahrq-funded-projects/implementing-low-literacy-multimedia-information-technology-it-system-enhance/annual-summary/2010
January 01, 2010 - The software provides patient education on diagnoses, treatment, support, side effects, prevention, and … Both groups will receive diagnosis- and treatment-specific brochures; however, only patients randomized
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digital.ahrq.gov/ahrq-funded-projects/bedside-notes-multicenter-trial-improve-family-clinical-note-access-and
September 30, 2024 - Clinical notes, which detail a child’s diagnoses, treatments, and contingency plans, can help caregivers
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digital.ahrq.gov/sites/default/files/docs/survey/office-cpo-survey.pdf
June 16, 2021 - New diagnoses determined on L&D Triage are recorded in the
office prenatal problem lists within one … CPO is compatible with the way I retrieve information for
diagnosis.
1 2 3 4 5
28.
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digital.ahrq.gov/ahrq-funded-projects/myhealthportal-using-electronic-portal-empower-patients-breast-cancer/annual-summary/2011
January 01, 2011 - and the second-leading cause of cancer deaths among women, accounts for 29 percent of all new cancer diagnoses … A diagnosis of breast cancer often evokes fear and distress.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs023844-federman-final-report-2017.pdf
January 01, 2017 - and accuracy and
clarity of information (accuracy of medication information, accuracy of problems/diagnoses … Many patients said the AVS often listed incorrect or unfamiliar diagnoses or medications. … As with medication records, diagnosis records are maintained
via a third party data that uses structured … information
Privacy concerns
Concern about exposure of personal information, e.g., history or diagnosis … stop taking” or “discontinue” medication lists and causing patient confusion
Problem lists contain diagnosis
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digital.ahrq.gov/sites/default/files/docs/page/2006Rosati_052411comp.pdf
June 05, 2006 - 485 from
Cornell electronic health record (“e-485”)
Automated uploads (demographics,
medications, diagnoses … , and patient allergies)
Expanded content of CMS 485 to include
diagnosis-specific home care orders
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digital.ahrq.gov/ahrq-funded-projects/past-initiatives/state-and-regional-demonstration-projects/colorado
January 01, 2023 - data:
Demographic information
Laboratory information
Radiology reports
ICD-9 coded visit diagnoses
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digital.ahrq.gov/ahrq-funded-projects/identification-patients-low-life-expectancy
January 01, 2023 - Data were obtained from the existing EMR and included patient demographics, diagnoses, procedures, vital
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/mayo-smith-mf-et-al
January 01, 2023 - for a patient is displayed based on clinical data in real-time and is determined based on patient's diagnoses
-
digital.ahrq.gov/sites/default/files/docs/citation/r03hs027006-sun-final-report-2023.pdf
January 01, 2023 - Aim 3, Clinical Data Warehouse (CDW) data added additional
information about patient demographics, diagnosis … Associations
between
surveillance and
nurse sensitive
Predictor variables
CDW
- demographics
- diagnosis … EHR data came from the CDW (e.g., patient demographics, current primary diagnoses, and co-
morbidities … Categorical (other diagnoses,
dependent on findings)
Note:
We have many … patient outcome data will be linked to patient covariates such
as demographic information, current diagnosis
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs018226-sequist-final-report-2013.pdf
January 01, 2013 - assessing the presence of diabetes and
proteinuria using data from the electronic problem list, encounter diagnoses … The primary reason for this was
that these patients were very likely not aware of their diagnosis of … , or at least 3 encounter diagnoses in the prior
7
24 months, or a hemoglobin A1c result … Hypertension was defined as a diagnosis on the
electronic problem list or at least three encounter diagnoses … Coronary
artery disease was defined based on diagnoses codes according to Healthcare Effectiveness Data
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digital.ahrq.gov/sites/default/files/docs/publication/r01hs017939-carroll-final-report-2013.pdf
January 01, 2013 - Methods: We conducted a randomized controlled trial to compare surveillance, screening, and
diagnosis … of developmental delay or disorder following target
visit, and age at diagnosis. … The CHICA DSS Module had a number of components that we expected would improve the
screening and diagnosis … A final diagnosis of developmental delay was not significantly more common in the
intervention group … As with screening, the study was not powered to detect differences in a full diagnosis of
developmental
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digital.ahrq.gov/sites/default/files/docs/telehealth-qas-06092020.pdf
June 09, 2020 - ANSWER: The ATP evaluation is primarily focused on diagnoses and pharmacological therapy. … Accurate diagnosis is
essential for effective intervention. … Our published research
comparing both an in-person diagnosis and a telemed diagnosis with the diagnosis … ANSWER: The ATP evaluation is primarily focused on diagnoses and pharmacological therapy. … Accurate diagnosis is essential for eff...