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articles/azure-health-insights/radiology-insights/overview.md

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> [!IMPORTANT]
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> The Radiology Insights model is a capability provided “AS IS” and “WITH ALL FAULTS”. The Radiology insights service is not intended, designed, or made available: (i) as a medical device, (ii) to be used in the diagnosis, cure, mitigation, monitoring, treatment or prevention of a disease, condition or illness, and no license or right is granted by Microsoft to use the healthcare add-on or online services for such purposes, and (iii) to be a substitute for professional medical advice, diagnosis, treatment, or judgment and should not be used to replace or as a substitute for professional medical advice, diagnosis, treatment, or judgment. The customer is solely responsible for testing and evaluating whether Radiology Insights is fit for purpose and identifying and mitigating any risks or harms to end users associated with its use. Output from the Radiology insights service does not reflect the opinions of Microsoft. The accuracy and reliability of the information provided by the Radiology insights service may vary and are not guaranteed.
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> The Radiology Insights model is a capability provided “AS IS” and “WITH ALL FAULTS”. The Radiology insights service isn't intended, designed, or made available: (i) as a medical device, (ii) to be used in the diagnosis, cure, mitigation, monitoring, treatment or prevention of a disease, condition or illness, and no license or right is granted by Microsoft to use the healthcare add-on or online services for such purposes, and (iii) to be a substitute for professional medical advice, diagnosis, treatment, or judgment and should not be used to replace or as a substitute for professional medical advice, diagnosis, treatment, or judgment. The customer is solely responsible for testing and evaluating whether Radiology Insights is fit for purpose and identifying and mitigating any risks or harms to end users associated with its use. Output from the Radiology insights service does not reflect the opinions of Microsoft. The accuracy and reliability of the information provided by the Radiology insights service may vary and are not guaranteed.
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<!--- The Radiology Insights model is a capability provided “AS IS” and “WITH ALL FAULTS”. The Radiology Insights model isn't intended or made available for use as a medical device, clinical support, diagnostic tool, or other technology intended to be used in the diagnosis, cure, mitigation, treatment, or prevention of disease or other conditions, and no license or right is granted by Microsoft to use this capability for such purposes. This capability isn't designed or intended to be implemented or deployed as a substitute for professional medical advice or healthcare opinion, diagnosis, treatment, or the clinical judgment of a healthcare professional, and should not be used as such. The customer is solely responsible for any use of the Radiology Insights model. The customer is responsible for ensuring compliance with those license terms, including any geographic or other applicable restrictions.
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**Quality Measures: Compliance with Reimbursement Criteria in Healthcare Programs**: A healthcare organization needs to ensure compliance with evolving reimbursement programs, such as the Merit-based Incentive Payment System (MIPS) established under the MACRA act. The organization must meet specific performance criteria to qualify for reimbursement incentives or avoid penalties.
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The organization aggregates the appropriate Quality Measure criteria from its clinical and administrative data. By automating the tracking and reporting of these criteria, the system supports compliance with reimbursement requirements, reducing manual effort and ensuring accurate reporting to Medicare. The RI model is not creating dashboards but delivers extracted information, not deduced, that could be aggregated by a customer. The model is stateless.
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The organization aggregates the appropriate Quality Measure criteria from its clinical and administrative data. The organization automates the tracking and reporting of these criteria, the system supports compliance with reimbursement requirements, reducing manual effort and ensuring accurate reporting to Medicare. The RI model is not creating dashboards but delivers extracted information, not deduced, to be aggregated by the customer. The model is stateless.
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**Scoring and Assessment: Population Health Management through Radiology Insights**: A healthcare provider seeks to improve population health management by identifying individuals or patient groups in need of additional screening or preventative services. The organization wants to extract valuable insights from radiology reports to improve patient outcomes.
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