PhD Project in Towards rapid and early cancer diagnostics at the point of care using machine learning assisted vibrational spectroscopy

Location: United Kingdom
Application Deadline: 31 Dec 2024
Published: 3 months ago

Follow us for daily updates

About the project

Cancer continues to be one of the most prevalent diseases worldwide. Cancer is associated with a very high mortality rate (50% survival at 10 years) as most cancers are diagnosed at a late stage. Recent advances have been made in early detection, though the assays employed are still experimental, highly expensive and can suffer from poor sensitivity and specificity. On the other hand, vibrational spectroscopy (Mid-IR and Raman) has shown to be robust in detecting cancer-specific analytes within the blood and other bodily fluids.

This Ph.D. project focuses on advancing cancer diagnostics through vibrational spectroscopy, specifically targeting novel biomarkers such as circulating tumor DNA (ct-DNA), epigenetic markers, and microRNA (miRNA). Utilizing infrared and Raman spectroscopy, the project aims to unveil unique vibrational profiles associated with these biomolecules in biological samples. Innovative on-chip photonic device platform will be developed to enhance the precision of biomarker detection.

Integrating machine learning, the research aims to develop computational models for the identification, classification, and prediction of cancer based on these specific biomarkers.

Anticipated outcomes include a robust set of vibrational spectroscopy-based biomarkers detection, offering a significant stride toward personalized cancer diagnostics through non-invasive and real-time assessment of ct-DNA, epigenetic markers, and miRNA expression.

This research holds promise for transforming cancer diagnosis with early detection and precise characterisation of cancer subtypes.

The project includes the use of University of Southampton cleanroom facilities, optical laboratories, and extensive material analysis. The planned research is part of a collaboration between University of Southampton and KTH Royal Institute of Technology (Stockholm, Sweden) and there is support to travel and conduct experiments in Sweden.

Join us in shaping the future of cancer diagnostics and making a real impact in healthcare. Apply now and be part of a team committed to advancing solutions for early cancer detection challenges.

Entry requirements

A UK 2:1 honours degree, or its international equivalent.

Fees and funding

For UK students, tuition fees and a stipend at the UKRI rate plus £2,000 ORC enhancement tax-free per year for up to 3.5 years (totalling around £21,000 for 2024/25, rising annually).

EU and Horizon Europe students are eligible for scholarships. CSC students are eligible for fee waivers. Funding for other international applicants is very limited and highly competitive. Overseas students who have secured or are seeking external funding are welcome to apply.

How to apply

Apply now

You need to:

  • choose programme type (Research), 2024/25, Faculty of Engineering and Physical Sciences
  • choose PhD in Optoelectronics Research Centre (ORC) (Full time)
  • add supervisor Prof. Senthil Murugan Ganapathy in section 2

Applications should include:

  • your CV (resumé)
  • 2 reference letters
  • degree transcripts to date

Contact us

Faculty of Engineering and Physical Sciences

If you have a general question, email our doctoral college (feps-pgr-apply@soton.ac.uk).

Please mention you saw this ad on ResearchTweet.com

Share this job

Similar Opportunities

Academic jobs in University of Washington

Fully Funded PhD in Electrical and Computer Engineering at University of Washington

Deadline: Dec 15, 2024 
Location: United States
Academic positions in University of Southampton

PhD project in I thought you were driving! Human-automation teaming in future vehicles

Deadline: 31 Dec 2024
Location: United Kingdom
Academic positions in University of Southampton

PhD project in Investigation of neutraliser-free air-breathing plasma thruster

Deadline: 31 Mar 2025
Location: United Kingdom
Academic positions in University of Southampton

PhD project in Investigation of non-thermal plasma for CO2 conversion in Space In-situ Resource Utilisation

Deadline: 31 Mar 2025
Location: United Kingdom
Academic positions in University of Southampton

PhD project in Design and optimization of spacecraft trajectories for cislunar transportation and beyond

Deadline: 31 Oct 2024
Location: United Kingdom
Academic positions in University of Southampton

PhD project in Development of an Anthropomorphic Phantom for Personalised Radioimmunotherapy (DAPPER)

Deadline: 31 Oct 2024
Location: United Kingdom

Recent Opportunities

Academic jobs in University of Washington

Fully Funded PhD in Electrical and Computer Engineering at University of Washington

Deadline: Dec 15, 2024 
Location: United States
Academic positions in University of Southampton

PhD project in I thought you were driving! Human-automation teaming in future vehicles

Deadline: 31 Dec 2024
Location: United Kingdom
Academic positions in University of Southampton

PhD project in Investigation of neutraliser-free air-breathing plasma thruster

Deadline: 31 Mar 2025
Location: United Kingdom

Recent Advances in Science