MATHEMATICAL MODELING AND IMAGE PROCESSING TECHNIQUES FOR EARLY DETECTION OF TUMOR HETEROGENEITY IN MEDICAL IMAGING.

Tumor heterogeneity is a significant cause of treatment resistance and poor clinical outcomes, and the medical images used to diagnose and treat patients are routinely interpreted in a largely qualitative manner and may not reflect subtle patterns of heterogeneity early in disease progression. This...

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Bibliographic Details

Published in:	Scientific Culture Vol. 12; no. 5 Part 1; pp. 160 - 171
Main Authors:	Balaji, C., Aryan, Rishabh, Ahuja, Rachit, Bansal, Prabhat, Bandyopadhyay, Krishnan, Kumar, Prem
Format:	Article
Published:	University of the Aegean 2026
Subjects:	Image processing Diagnostic imaging Entropy (Information theory) Tumor microenvironment Logistic regression analysis Mathematical models Detection algorithms Computer-assisted image analysis (Medicine)
Online Access:	View this record in EBSCOhost