Tey Wei Keat Thesis.pdf (11.25 MB)

Computerised Renal Interstitial Fibrosis Quantification System

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thesis
posted on 30.09.2018 by WEI KEAT TEY
Interstitial fibrosis is a type of scar tissue seen in biopsy samples that signifies the presence of chronic kidney diseases. A major challenge in the evaluation of kidney biopsy samples for interstitial fibrosis is the variability between doctors and the demand on specialised labour. This research successfully developed a computer system that automatically measures the amount of interstitial fibrosis in kidney biopsy tissues using computer vision techniques. An improved consistency and accuracy between pathologist diagnoses was observed when the proposed computerised quantification system was incorporated into the diagnosis process.

History

Campus location

Malaysia

Principal supervisor

Vineetha Kalavally

Additional supervisor 1

Associate Professor Kuang Ye Chow

Additional supervisor 2

Associate Professor Melanie Ooi Po-Leen

Additional supervisor 3

Associate Professor Khoo Joon Joon

Year of Award

2018

Department, School or Centre

School of Engineering (Monash University Malaysia)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Engineering

Exports