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Showing posts from December, 2021

Endoscopy with AI

Endoscopy is a non surgical process used to look into hollow part of the human body. As a research assistant at Bioinstrumentation and neuro engineering lab in OAU. My goal was to be able to execute this as a final year project. A copy of my defense slide is here. Research Reviewed over 50 research papers on Endoscopy Video Processing for Medical Diagnosis. Collaborated with medical practitioners to develop the client app and video acquisition system for image processing. Worked on data preprocessing from sampling of video data into images, data labelling and model training. Built an image classification model to predict infections  in endoscopy videos using object detection.