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The Geometry of Circulatory Shock: A Conceptual Multi-Scale Lagrangian Framework for Physiology-Informed Hemodynamic Phenotyping.

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Bibliographic Details
Title: The Geometry of Circulatory Shock: A Conceptual Multi-Scale Lagrangian Framework for Physiology-Informed Hemodynamic Phenotyping.
Authors: Chalkias, Athanasios1,2,3 (AUTHOR) thanoschalkias@yahoo.gr, Katsifa, Konstantina2,3 (AUTHOR), Amanetopoulou, Stavroula3 (AUTHOR), Karapiperis, Georgios3,4 (AUTHOR), Destounis, Antonios3,5 (AUTHOR), Iatrelli, Ioanna1,4 (AUTHOR), Laou, Eleni2,5 (AUTHOR), Prekates, Athanasios3 (AUTHOR), Tselioti, Paraskevi3,4 (AUTHOR)
Source: Journal of Clinical Medicine. Jun2026, Vol. 15 Issue 11, p4283. 39p.
Database: Academic Search Ultimate
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ISSN:20770383
DOI:10.3390/jcm15114283