PhD position – AI-powered prediction and control of ultrasound-mediated cancer therapy.
PhD position – AI-powered prediction and control of ultrasound-mediated cancer therapy.
Published | Deadline | Location |
---|---|---|
yesterday | 10 Feb | Enschede |
Job description
This position is part of a collaborative project between the technical universities of Twente and Delft, and the university medical center of Utrecht. The strategy of this SOUND-CHECK project is to make use of the potential of microbubbles to induce therapy on the microscale level to treat head and neck cancer, including metastases. We will use new hardware (novel transducer technology), new biofabrication methods (3D printed phantoms) and new software algorithms (deep learning predictors) to detect the unique nonlinear signatures of the microbubbles, to quantify the location and amount of drugs delivered, and to control the therapy.
Therefore, while located in the University of Twente, you will be expected to closely collaborate with your colleagues in the two other centers, which entails collaborative experiments, regular exchanges, and the writing of joint articles. Your colleagues in Utrecht will specialize in the fabrication of next-generation biological phantoms to allow quantitative measurements. Your colleagues in Delft will provide research-grade ultrasound transducers for 2D and 3D imaging and therapy.
Your first task will be to develop an ultrasound setup, including a realistic flow system, to apply the treatment to the phantoms developed in Utrecht, and to quantify the therapeutic effect. You will then use deep learning to combine the relevant and complementary information available to predict this therapeutic action. Ultimately, the project team will apply this new treatment in veterinary patients (that is, in domestic animals suffering from head and neck cancer).
In short, the team of the SOUND-CHECK project aims at developing an integrated ultrasound system with innovative hardware and artificial-intelligence (AI) based software to take the key technological steps that will make ultrasound-mediated drug delivery predictable and effective.
Specifications
- max. 40 hours per week
- €2541—€3247 per month
- Enschede View on Google Maps
University of Twente (UT)
Requirements
- You have a Master's degree in applied physics, applied mathematics, or biomedical engineering.
- You have at least some experience with deep learning e.g., during your training and/or internships.
- You are a team player and enjoy interdisciplinary work.
- You have good communication skills, and you are driven by scientific curiosity.
- You can speak and write English proficiently.
Conditions of employment
- The university offers a dynamic ecosystem with enthusiastic colleagues in a stimulating scientific environment.
- The PhD salary is € 2.541,- in the first year and increases to € 3.247,- in the fourth year.
- A holiday allowance of 8% of the gross annual salary and a year-end bonus of 8.3%. (14 months)
- The number of holiday hours for full-time employment is 232 hours per calendar year.
- A personal development program within the Twente Graduate School.
Department
You will be embedded in the Physics of Fluids group of the University of Twente, and part of the TechMed Center. Beyond your direct collaborators of the project, you will also interact with direct colleagues in the group on a scientific level, with the technical staff that will support you in designing efficient experimental setups, and with the applied mathematics group for additional support in computer science and deep learning. You will therefore have all the guidance you may require in your local environment, as well as the freedom to apply your own ideas and intuitions.
Additional information
Your reaction should include an application/motivation letter, emphasizing your specific interest and motivation, a detailed CV, and an academic transcript of B.Sc. and M.Sc. education. An interview and a scientific presentation will be part of the selection procedure. Please apply via the provided button below.
For more information about the position, you are encouraged to contact Guillaume Lajoinie ( [email protected] )
Please apply via the button below.
High Tech and Human Touch
Join the university of technology that puts people first. Create new possibilities for yourself, your colleagues and society as a whole. Using modern technology and science to drive innovation, change and progress. That’s what it means to work at the University of Twente.
Looking for a job that matters?
Apply for this job
Apply for this job
This application process is managed by the employer (University of Twente (UT)). Please contact the employer for questions regarding your application.
Apply for this job via the employer's websiteThank you for applying
Please contact the employer for questions regarding your application.
Tip: save this job as favorite in your AcademicTransfer account. This gives you an immediate overview and makes it easy to find the job later on. No account yet? Create it now and take advantage of other useful functionalities too!
Back to the vacancy
Similar Positions
-
Ph D Position On Development Of A Bio Artificial Kidney Device Consisting Of Living Membranes For Improved Kidney Replacement ..., University of Twente (UT), Netherlands, 15 days ago
4 Apr 2024 Job Information Organisation/Company University of Twente (UT) Research Field Medical sciences Researcher Profile First Stage Researcher (R1) Country Netherlands Application Deadline 15...
-
Ph D Position On Calibration In Deep Learning For Zero Downtime In Cyber Physical Systems, University of Twente (UT), Netherlands, 16 days ago
3 Apr 2024 Job Information Organisation/Company University of Twente (UT) Research Field Technology Researcher Profile First Stage Researcher (R1) Country Netherlands Application Deadline 19 May 2...
-
Ph D Position: Understanding The Influence Of Grain Morphology And Mesostructure On The Initiation And Runout Of Submarine La..., University of Twente (UT), Netherlands, 24 days ago
26 Mar 2024 Job Information Organisation/Company University of Twente (UT) Research Field Technology Researcher Profile First Stage Researcher (R1) Country Netherlands Application Deadline 15 Apr ...
-
Ph D Position On Automated And Alternate Assessment In Undergraduate Mathematics, University of Twente (UT), Netherlands, 5 days ago
13 Apr 2024 Job Information Organisation/Company University of Twente (UT) Research Field Technology Researcher Profile First Stage Researcher (R1) Country Netherlands Application Deadline 22 May ...
-
Ph D Position On Sparse Training For Deep Reinforcement Learning, University of Twente (UT), Netherlands, 20 days ago
29 Mar 2024 Job Information Organisation/Company University of Twente (UT) Research Field Technology Researcher Profile First Stage Researcher (R1) Country Netherlands Application Deadline 15 May ...
-
Ph D Student For Ultra Low Power Phase Modulator In Silicon Nitride, University of Twente (UT), Netherlands, 28 days ago
22 Mar 2024 Job Information Organisation/Company University of Twente (UT) Research Field Physics Researcher Profile First Stage Researcher (R1) Country Netherlands Application Deadline 14 Apr 202...