02/09/2025
Looking to do a PhD with Face Lab X Computing Liverpool John Moores University?
Project Title: Prediction of the missing mandible from the cranium
Deadline is 1st Nov, 2025.
Interview date is the 25th Nov, 2025.
Application link: https://www.findaphd.com/phds/project/prediction-of-the-missing-mandible-from-the-cranium/?p186676
Project Description: In forensic science and human identification, it's common to find skulls (craniums) without their lower jaw (mandible). In these cases, experts in facial reconstruction/approximation are often asked to estimate what the person's face would look like based solely on the skull. The methods used to predict the shape of the jaw can significantly affect how the lower part of the face is represented, which in turn impacts the recognisability of the final facial depiction.
This project aims to assess the current techniques for predicting the mandible, investigate how the mandible relates to the cranium using CT scans, and create a tool that helps practitioners make these predictions. By collaborating with the AI team at LJMU, the clinical AI team at the University of Hong Kong (HKU) Dental School, and the National Forensic Services in South Korea, we will use machine learning techniques to connect traditional measurements of the skull with modern computer science.
This fully funded study with the FORRI institute at LJMU aims to create a user-friendly tool for practitioners, enabling them to predict the mandible based solely on cranial data. This tool will benefit forensic science and improve clinical practices in orthodontics and facial reconstructive surgery. In summary, this project addresses existing challenges in mandible prediction by integrating advanced ML techniques with traditional craniometric analysis, ultimately enhancing accuracy and efficiency in forensic and clinical applications.
The student will be based in Face Lab and the computing department in Liverpool.
Applicants should hold at least a first or upper second-class honours degree in a relevant subject from a British higher education institution, or equivalent (see subject area). Candidates with experience in machine learning are preferred.
Subject specific training and opportunities will include:
· International travel for data collection
· Training in anthropological methods used in mandible prediction
· Training in machine learning approaches
· A comprehensive transferable skills development programme via the LJMU researcher development programme
Subject Areas: Computer science, machine learning, forensic anthropology, osteology, odontology
Funding Notes: Only UK citizens can apply for this studentship due to funding restrictions. Funding will consist of full tuition fees for three years and the award of a living stipend at UK Research Council rates paid in monthly instalments. There will also be a contribution to research costs of £1,600 per annum. Funding will be subject to satisfactory progress.
PhD Project - Prediction of the missing mandible from the cranium at Liverpool John Moores University, listed on FindAPhD.com