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: Rahul Patekar, Prashant Shukla Kumar, Hong-Seng Gan, Muhammad Hanif Ramlee
Format: Article
Language:English
Published: Academy of Sciences Malaysia 2022-04-01
Series:ASM Science Journal
Subjects:
Online Access:https://doi.org/10.32802/asmscj.2022.968