Automated knee bone segmentation and visualisation using mask RCNN and marching cube: Data from the osteoarthritis initiative

In this work, an automated knee bone segmentation model is proposed. A mask region-based convolutional neural network (RCNN) algorithm is developed to segment the bone and reconstructed into 3D object by using Marching-Cube algorithm. The proposed method is divided into two stages. First, the Mask R...

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Bibliographic Details
Main Authors: Patekar, Rahul, Kumar, Prashant Shukla, Gan, Hong-Seng, Ramlee, Muhammad Hanif
Format: Article
Language:English
Published: Akademi Sains Malaysia 2022
Subjects:
Online Access:http://eprints.utm.my/101146/1/MuhammadHanifRamlee2022_AutomatedKneeBoneSegmentationandVisualisation.pdf