Non-invasive estimation of relative pressure for intracardiac flows using virtual work-energy
•Using the concept of virtual work-energy and temporal domain intersect, vWERP accurately probes intracardiac relative pressure.•In-silico, vWERP shows 1:1 agreement with reference data of relative pressure.•In-silico, vWERP shows robust and accurate output behavior, even under highnoise scenarios.•...
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Veröffentlicht in: | MEDICAL IMAGE ANALYSIS 2021-02, Vol.68, p.101948-101948, Article 101948 |
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Sprache: | eng |
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Zusammenfassung: | •Using the concept of virtual work-energy and temporal domain intersect, vWERP accurately probes intracardiac relative pressure.•In-silico, vWERP shows 1:1 agreement with reference data of relative pressure.•In-silico, vWERP shows robust and accurate output behavior, even under highnoise scenarios.•In-vivo, vWERP appropriately captures changes in intraventricular pressure, highlighting differences associated with diastolic dysfunction.
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Intracardiac blood flow is driven by differences in relative pressure, and assessing these is critical in understanding cardiac disease. Non-invasive image-based methods exist to assess relative pressure, however, the complex flow and dynamically moving fluid domain of the intracardiac space limits assessment. Recently, we proposed a method, νWERP, utilizing an auxiliary virtual field to probe relative pressure through complex, and previously inaccessible flow domains. Here we present an extension of νWERP for intracardiac flow assessments, solving the virtual field over sub-domains to effectively handle the dynamically shifting flow domain. The extended νWERP is validated in an in-silico benchmark problem, as well as in a patient-specific simulation model of the left heart, proving accurate over ranges of realistic image resolutions and noise levels, as well as superior to alternative approaches. Lastly, the extended νWERP is applied on clinically acquired 4D Flow MRI data, exhibiting realistic ventricular relative pressure patterns, as well as indicating signs of diastolic dysfunction in an exemplifying patient case. Summarized, the extended νWERP approach represents a directly applicable implementation for intracardiac flow assessments. |
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ISSN: | 1361-8415 1361-8423 1361-8423 |
DOI: | 10.1016/j.media.2020.101948 |