Morphological Analysis of Collagen Straightness in Colon Mucosa Away from Cancer
Offered By: PCS Institute for Basic Science via YouTube
Course Description
Overview
Explore a comprehensive lecture on the morphological analysis of collagen straightness in colon mucosa and its implications for colorectal cancer detection. Delve into an innovative approach that extends topological and singularity theory to biological data analysis. Learn how the distribution of collagen segment angles is modeled using polymorphic beta-distribution, and discover the classification of shapes based on critical points. Understand the newly developed shape-aware measure of collagen straightness and its application in detecting changes in tissue samples at varying distances from tumors. Examine the evolution of beta-distribution forms and their correlation with statistical mechanics principles. Gain insights into how the polarization and symmetry changes in these distributions could serve as potential early indicators of colorectal cancer development. This lecture presents a novel perspective on using abstract mathematical constructs to uncover valuable biological insights in cancer research.
Syllabus
Marko Ćosić: The morphological analysis of the collagen straightness in the colon mucosa away from t
Taught by
PCS Institute for Basic Science
Related Courses
Global Disease Masterclass: Non-communicable DiseasesImperial College London via Coursera Virtual Colonoscopy
Stanford University via YouTube Marcia Stefanick Discusses Bone Health and Cancer
Stanford University via YouTube What You Need to Know About Colon Cancer
Stanford University via YouTube Implementation Guidance for Reporting of Colorectal Cancer
The Royal College of Pathologists via YouTube