View Proposal

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Proposer

Radu-Casian Mihailescu

Title

Machine Learning for 3D Tooth Segmentation on Cone-beam Computed Tomography(CBCT) Image Data

Goal

Description

The aim of the study is to utilise Deep Learning image processing techniques in a unique CBCT dataset to evaluate adverse effects on the bone tissue surrounding the teeth following orthodontic treatment. In the study, AI assisted interpretation of CBCT images and clinical data will be employed to identify biomarkers capable of predicting which patients are suitable for various orthodontic treatments and which are at increased risk of adverse effects and relapse after orthodontic treatment. The project involves collaboration with medical specialist. The outcome of the project involves developing and AI-driven tool for automated tooth segmentation on CBCT imaging.

Resources

Background

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

1

Supervisor

Radu-Casian Mihailescu

Keywords

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Bachelor of Science in Information Systems
Bachelor of Science in Software Development for Business (GA)
Master of Engineering in Software Engineering
Master of Design in Games Design and Development
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Business Information Management
Master of Science in Computer Science for Cyber Security
Master of Science in Computer Systems Management
Master of Science in Computing (2 Years)
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Information Technology (Business)
Master of Science in Information Technology (Software Systems)
Master of Science in Network Security
Master of Science in Robotics
Master of Science in Software Engineering
Bachelor of Science in Computing Science
Bachelor of Engineering in Robotics
Bachelor of Science in Computer Science (Cyber Security)
Master of Science in Robotics with Industrial Application
Postgraduate Diploma in Artificial Intelligence
Bachelor of Science in Statistical Data Science