
Quantifying dermal collagen organisation with AI-assisted AFM
A new approach for assessing skin ageing and treatment efficacy Understanding how collagen organisation changes with age remains a major challenge in skin research. While macroscopic alterations can be identified at the fibre bundle scale using conventional histology, many of the most significant age-related modifications occur at a much finer








