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Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Cardiovascular imaging environment: will the future be cloud-based?
Nadine Kawel-Boehm1,2, David A Bluemke2
1a Radiology and Imaging Sciences , National Institutes of Health , Bethesda , MD , USA.
Cloud imaging offers flexible storage and advanced analysis for cardiovascular CT and MR imaging, overcoming software limitations for institutions. Ensuring data security is key for widespread adoption of these powerful tools.
Area of Science:
- Cardiovascular Imaging
- Medical Informatics
- Cloud Computing
Background:
- Cardiovascular CT and MR imaging generate large datasets requiring significant storage and processing capabilities.
- Many institutions lack the resources for specialized software needed for advanced quantitative analysis.
- Existing solutions often involve on-site storage and multiple software packages, increasing costs and complexity.
Purpose of the Study:
- To explore the role and benefits of cloud services in cardiovascular CT and MR imaging.
- To address the challenges of data storage, post-processing, and sophisticated analysis.
- To evaluate cloud-based solutions as an alternative to traditional on-site infrastructure.
Main Methods:
- Review of existing cloud services for cardiovascular imaging data storage and analysis.
- Discussion of cloud-based software for quantitative assessments like myocardial iron overload, MR 4D flow, and fractional flow reserve.
- Analysis of pay-per-use storage models and outsourced analysis options.
Main Results:
- Cloud providers offer flexible, pay-per-use storage, reducing the need for on-site infrastructure.
- Cloud-based software enables sophisticated analyses, accessible even without specialized in-house expertise or software.
- Challenges include regulatory hurdles concerning patient privacy and data security.
Conclusions:
- Cloud imaging provides a valuable solution for managing large cardiovascular imaging datasets.
- It democratizes access to advanced quantitative analysis tools for institutions of all sizes.
- Prioritizing patient privacy and data security is essential for the successful implementation of cloud services in this field.
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