Tissue multifractality and hidden Markov model based integrated framework for optimum precancer detection

• Main Authors: Mukhopadhyay, Sabyasachi, Kurmi, Indrajit, Pradhan, Asima, Ghosh, Nirmalya, Panigrahi, Prasanta K., Das, Nandan Kumar
• Other Authors: School of Chemical and Biomedical Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Inverse Analysis On Light Scattering; Tissue Characterization; DRNTU::Engineering::Bioengineering
• Online Access: https://hdl.handle.net/10356/88435; http://hdl.handle.net/10220/45748
• Institution: Nanyang Technological University

We report the application of a hidden Markov model (HMM) on multifractal tissue optical properties derived via the Born approximation-based inverse light scattering method for effective discrimination of precancerous human cervical tissue sites from the normal ones. Two global fractal parameters, ge...