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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - Example 2: AI-Based Intervention to Support Medication Adherence
To help patients remember to take … AI-based application
automatically sends check-in messages to patients who were recently prescribed a new medication … The application sends medication reminders and generates questions about any new
symptoms. … They seemed open to using AI tools for simpler
healthcare situations, such as medication reminders or
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cdsic.ahrq.gov/cdsic/2024-annual-meeting-viewpoint
September 18, 2024 - Quartz is a medication adherence app leveraging chatbot technology and large language models, while PAIGE
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cdsic.ahrq.gov/sites/default/files/2024-06/Final_MO_Patient%20Preference%20Report_6.7.24_0.pdf
January 01, 2024 - For example, a patient can
express communication preferences for PC CDS designed to support medication … adherence,
which can then inform how often they are reminded to take their medication. … surgically; management and care to
cure, ameliorate, or slow
progression of a medical condition,
e.g., medication … Outcome prioritization tool for
medication review in older patients with multimorbidity: a pilot study
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - telehealth, and CDS.2 Broadly, apps that provide CDS may include guidance to
verify if lab tests and medication … orders are appropriate, guidance for medication dosing, feedback on
biometric measures, and alerts … data that can be used in clinical decision making through features
such as symptom, biometric, and medication … Each Resource corresponds to a type of healthcare data,
such as patient, clinician, medication, or insurance … The tool is triggered by medication
order in the EHR, which triggers a
“medication-prescribe” CDS Hook
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - These projects span various clinical areas, including chronic disease management,
medication safety, … The project
also noted issues with the currency of medication data curated by national drug standards … Finally, one project recommended the
creation of standardized vocabulary around directions for medication … attributable to several
factors including poor healthcare access, lack of
knowledge about proper medication … use, and challenges
patients face following medication regimens.
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cdsic.ahrq.gov/sites/default/files/2023-10/CDSiC%20Innovation%20Core-PRO%20Dashboards%20Overview%20Revised_Small_1.pdf
January 01, 2023 - they’re
primarily making referrals to
behavioral health or prescribing
a low dose of escitalopram
medication
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cdsic.ahrq.gov/cdsic/Mark-Zhang
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cdsic.ahrq.gov/sites/default/files/2025-03/SRF%20Standards%20for%20Patient%20Preferences.pdf
January 01, 2025 - information from the EHR and prompts
clinicians to ask patients how they prefer to treat their pain (medication … vs. non-medication), and what
type of pain medication they prefer (oral NSAIDs vs. other medication … Users can also choose to receive
notifications when it is time to take a medication or if there are … management and care to prevent,
cure, ameliorate, or slow progression of a medical condition,
e.g., medication
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cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
January 01, 2023 - cardiovascular disease based on patient characteristics
(medical history, blood sugar, cholesterol, weight, medication … clinical data from the EHR and prompts clinicians to collect patient preferences
about pain treatment (medication … vs. nonmedication) and medication type (oral NSAIDs vs. … other medication).
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cdsic.ahrq.gov/cdsic/Sonja-Fulmer
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cdsic.ahrq.gov/sites/default/files/2024-06/CDSiC%20Factsheet_508.pdf
January 01, 2024 - An Overview of Standards for Patient-Centered Clinical Decision Support
Patient-centered clinical decision support (PC CDS) provides innovative ways to ensure patients, caregivers, and care
teams have patient-specific, evidence-based clinical guidance to inform healthcare decision making. Consistent standards
are e…
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cdsic.ahrq.gov/sites/default/files/2023-07/Updated_OOPatientPreferenceTaxonomy.pdf
January 01, 2023 - or psychotherapy, for one
medication over another, or for one type of psychotherapy over another.56 … For example, in one study, older patients with multimorbidity preferred not to receive,
or to stop medication … preferences can benefit the patient, clinician, and healthcare system (e.g., greater adherence to
medication … Patient and clinician perspectives of an integrated electronic medication
prescribing and dispensing … Outcome prioritisation tool for medication review in older
patients with multimorbidity: a pilot study
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - To help your physician understand your current medication routine, can
you confirm if you are taking … PAIGE: Thank you for sharing your medication list and health conditions. … Doctor,
I started taking Arikayce last week for my MAC infection, and two days after starting the medication
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cdsic.ahrq.gov/sites/default/files/2023-09/SRF%20Standards%20for%20Patient%20Preferences.pdf
January 01, 2023 - information from the EHR and prompts
clinicians to ask patients how they prefer to treat their pain (medication … vs. non-medication), and what
type of pain medication they prefer (oral NSAIDs vs. other medication … Users can also choose to receive
notifications when it is time to take a medication or if there are … management and care to prevent, cure, ameliorate,
or slow progression of a medical condition, e.g.,
medication
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cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
January 01, 2023 - that
suggestion by referencing guidelines published by the manufacturer of that diabetic device or
medication … evidence-based guidance for two patients with the same demographics, laboratory results
for HbA1c, medication … However, if this
patient adheres to a vegan diet, they may instead need to pursue a medication-supported … statin if family members reported (in contrast to the
evidence) seeing no clinical benefit from the medication … Medication safety alert fatigue may be reduced via interaction design and
clinical role tailoring: a
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cdsic.ahrq.gov/cdsic/Adam-Wright
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cdsic.ahrq.gov/sites/default/files/2024-05/Patient%20Centered%20CDS%20Infographic_508_1.pdf
January 01, 2024 - Patient Centered Infographic
Knowledge
Using evidence-based
findings from comparative
effectiveness research and
patient-centered outcomes
research
Patient Data
Incorporating health data
affecting individual patient
health:
• patient-generated health
data
• patient-reported outcomes
and preferences
• pat…
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cdsic.ahrq.gov/cdsic/Richard-Schreiber
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cdsic.ahrq.gov/cdsic/Patricia-Dykes
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - The potential for leveraging machine learning to filter medication alerts.