Morphological multiparameter filtration and persistent homology in mitochondrial image analysis

• المؤلفون الرئيسيون: Chung, Yu-Min, Hu, Chuan-Shen, Sun, Emily, Tseng, Henry C.
• مؤلفون آخرون: School of Physical and Mathematical Sciences
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Mathematical Sciences; Amyotrophic lateral sclerosis; Confocal microscopy
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180474
• المؤسسة: Nanyang Technological University

The complexity of branching and curvilinear morphology of a complete mitochondrial network within each cell is challenging to analyze and quantify. To address this challenge, we developed an image analysis technique using persistent homology with a multiparameter filtration framework, combining imag...