Title: Challenges for computer aided diagnostics using X-ray and tomographic reconstruction images in craniofacial applications
Authors: Abhishek Gupta
Addresses: School of Computer Science and Engineering, Shri Mata Vaishno Devi University, Kakryal, Katra-182320, Jammu & Kashmir, India
Abstract: Computer-aided diagnostic systems are very important and crucial for patient's diagnosis and treatment planning. To automate such systems requires the combination of various different steps involved in the system. The variation in the process may make the system failure. Therefore, it is a need to analyse the system's workflow and to work on the challenges embedded in it. Imaging and automation challenges regarding computer-aided diagnosis are discussed in this paper. Each challenge is introduced within a computer-aided diagnosis (CAD) system of craniofacial applications. The significance and importance of every challenge are described in the paper. The method to overcome the challenges and issues are also discussed as an advantage for the readers of the paper.
Keywords: cone beam computed tomography; CBCT; computational vision; computer tomography; cephalometry; landmark; computer-aided diagnosis; CAD; X-ray; tomographic reconstruction; craniofacial; medical images; dentistry.
International Journal of Computational Vision and Robotics, 2020 Vol.10 No.4, pp.360 - 371
Received: 26 Oct 2018
Accepted: 13 Jun 2019
Published online: 04 May 2020 *