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MATHEMATICAL DECODING OF THE CORRELATION BETWEEN DIFFERENT ORGANS' ACTIVITIES: A REVIEW

dc.contributor.authorAbdullah, Jamaluddin
dc.contributor.authorKasik, Vladimir
dc.contributor.authorMarek, Penhaker
dc.contributor.authorKrejcar, Ondřej
dc.contributor.authorPanwar, Arvind
dc.contributor.authorNamazi, Hamidreza
dc.date.accessioned2025-12-05T16:08:46Z
dc.date.available2025-12-05T16:08:46Z
dc.date.issued2025
dc.description.abstractUnderstanding the correlation between different organ activities is essential for advancing knowledge in physiology, medicine, and bioengineering. While existing literature often focuses on individual organs, a significant gap remains in synthesizing the diverse mathematical methodologies used to decode complex multi-organ relationships. This review addresses that gap by providing a comprehensive analysis of advanced mathematical tools - including time series analysis, signal processing, entropy measures, fractal theory, network modeling, and machine learning (ML) - that have been applied to characterize dynamic inter-organ communication. We discuss how these methods reveal nonlinear, causal, and scale-invariant relationships among organ systems and how they are used to predict pathological conditions, monitor health status, and inform personalized interventions. By bridging theoretical models with clinical applications, this review offers a unified framework for understanding systemic physiology and supports future advancements in multi-organ diagnostics and therapies.eng
dc.formatp. &quot;Article Number: 2530012&quot;
dc.identifier.doi10.1142/S0218348X25300120
dc.identifier.issn0218-348X
dc.identifier.obd43882199
dc.identifier.urihttp://hdl.handle.net/20.500.12603/2452
dc.identifier.wos001554144900001
dc.language.isoeng
dc.peerreviewedyes
dc.publicationstatuspostprint
dc.publisherWorld scientific
dc.relation.ispartofFractals, volume 33, issue: 09eng
dc.relation.publisherversionhttps://www.worldscientific.com/doi/10.1142/S0218348X25300120
dc.rights.accessOpen Access
dc.rights.licenseCC BY
dc.source.urlhttps://www.worldscientific.com/doi/10.1142/S0218348X25300120
dc.subjectClinical Diagnosiseng
dc.subjectNonlinear Biomarkerseng
dc.subjectMulti-Organ Correlationeng
dc.subjectEntropy Analysiseng
dc.subjectSignal Complexityeng
dc.subjectPhysiological Modelingeng
dc.titleMATHEMATICAL DECODING OF THE CORRELATION BETWEEN DIFFERENT ORGANS' ACTIVITIES: A REVIEWeng
dc.typearticle

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