University of Leeds Featured PhD Programmes
John Innes Centre Featured PhD Programmes
University of Liverpool Featured PhD Programmes
Catalysis Hub Featured PhD Programmes
University of Bristol Featured PhD Programmes

Using mechanistic computational simulation and machine learning to informinstrument design for EIS-guided surgery


Project Description

Supervisors:

Dr Dawn Walker, Department of Computer Science and Insigneo

Professor Keith Hunter, Academic Unit of Oral and Maxillofacial Medicine, Surgery and Pathology, School of Clinical Dentistry and Insigneo

Industrial Partner, Zilico Ltd - https://zilico.co.uk/


Project Description:

Electrical Impedance Spectroscopy (EIS) is a method for identifying different tissue types by its passive electrical characteristics measured over a range of AC frequencies. It has been successfully used to identify early cancers in the cervix (Zedscan, University of Sheffield, Zilico), and early data suggests that it may be applicable as a tool to guide surgical intervention in thyroidectomy by discriminating between visually similar tissue types.

This project aims to use both machine learning on an existing data set, collected during surgery and finite element simulation techniques to answer the following questions:

i) Which characteristics of the impedance spectrum give best discrimination between the tissue types?
ii) What are the characteristics of the tissue that give rise to these features? This will ultimately support the design of a commercially guided instrument for EIS-guided surgery.


Funding:

Competition funded project (UK students only)


How to apply:

To apply for the studentship, applicants need to apply directly to the University of Sheffield using the online application system. Please name Dr Dawn Walker as your proposed supervisor.

Complete an application for admission to the standard Computer Science PhD programme
http://www.sheffield.ac.uk/postgraduate/research/apply

Applications should include a research proposal, CV, transcripts and two references.

The research proposal (up to 4 A4 pages, including references) should outline your reasons for applying for this scholarship and how you would approach the researching, including details of your skills and experience

For further information:

Please contact Dr Dawn Walker

Funding Notes

Funding:

Competition funded project (UK students only)

Related Subjects

Email Now

Insert previous message below for editing? 
You haven’t included a message. Providing a specific message means universities will take your enquiry more seriously and helps them provide the information you need.
Why not add a message here
* required field
Send a copy to me for my own records.

Your enquiry has been emailed successfully





FindAPhD. Copyright 2005-2019
All rights reserved.