PhD scholarship in GPU processing for Super Resolution Ultrasound Imaging

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PhD scholarship in GPU processing for Super Resolution Ultrasound Imaging

Organization: 
DTU Health Tech
Country of Position: 
Denmark
Contact Name: 
Jørgen Arendt Jensen
Subject Area: 
Applies to General Signal Processing
Start Date: 
September 22, 2021
Expiration Date: 
October 07, 2021
Position Description: 

A 3-year PhD scholarship is available at the Center for Fast Ultrasound Imaging (CFU), Department of Health Technology (DTU Health Tech) from December 2021 sponsored by the European Research Council (ERC) and the Department of Health Technology at DTU. It is conducted in collaboration between CFU and the MEMS group at DTU Health Tech, the University of Copenhagen, and the Copenhagen University Hospital (Rigshospitalet) in the ERC Synergy Grant “3-D Super resolution Ultrasound Real time imaging of Erythrocytes” - SURE.

The SURE project develops and researches a new super resolution ultrasound imaging method capable of resolving 3-D capillary flow in the human body. The approach tracks the motion of the individual red blood cells (erythrocytes) in a three-dimensional volume for a full visualization of anatomy, flow, and perfusion. The approach can potentially yield a paradigm shift in the scientific study, diagnoses, and treatment of cancer, diabetes, and vascular diseases at the capillary level, as it enables the possibility of volumetrically visualizing capillary perfusion in real-time at frame rates above 20 Hz without injection of contrast agents.

Responsibilities and qualifications

This PhD project develops real time processing of the acquired data using GPUs.

The research is conducted in a truly multi-disciplinary environment consisting of the four academic partners specializing in advanced ultrasound imaging, silicon CMUT probes, animal experiments, and clinical investigations, and the main purpose is to translate the SURE method from a research idea to the clinic.

The main task is to translate the Matlab based SURE processing framework to a real-time implementation using GPUs. Data from the scanners are acquired at several Gbytes per second, and this should be beamformed and processed by a GPU cluster in real time. The overall goal is to speed up research and finally present the SURE volume in real time. The processing pipeline will be based on our current matrix GPU beamformer, which will be optimized and integrated with a GPU implementation of the SURE processing framework. 3-D visualization will also be conducted by the GPUs to make it easy to navigate the 3-D volumes, which often contain more than 100 Gbytes of data. The full scheme will be implemented on our Verasonics research scanners and on a Nvidia GPU cluster for use in human trials conducted together with the Department of Radiology at Rigshospitalet, where real-time performance and usability will be highly important.

You must have a two-year master's degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master's degree. Experience with high performance computing and/or GPU programming and digital signal processing is desirable.

Approval and Enrolment

The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see the DTU PhD Guide.

We offer
DTU is a leading technical university globally recognized for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility.

Salary and appointment terms

The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union. The period of employment is 3 years.

You can read more about career paths at DTU here.

Further information

Further information is available at www.cfu.dtu.dk or from Professor Jørgen Arendt Jensen, tel: +45 4525 3924, e-mail: jaj@elektro.dtu.dk.

You can read more about DTU Health Tech on www.healthtech.dtu.dk/english and about CFU at www.cfu.dtu.dk/

If you are applying from abroad, you may find useful information on working in Denmark and at DTU at DTU – Moving to Denmark.

Application

Your complete online application must be submitted no later than 7 October 2021 (local time).

Apply online here:
PhD scholarship in GPU processing for Super Resolution Ultrasound Imaging

Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply online", fill out the online application form, and attach all your materials in English in one PDF file. The file must include:

  • A letter motivating the application (cover letter)
  • Curriculum vitae
  • Grade transcripts and BSc/MSc diploma
  • Excel sheet with translation of grades to the Danish grading system (see guidelines and Excel spreadsheet here)

You may apply prior to ob­tai­ning your master's degree but cannot begin before having received it.

All interested candidates irrespective of age, gender, race, disability, religion or ethnic background are encouraged to apply.

DTU Health Tech engages in research, education, and innovation base on technical and natural science for the healthcare sector. The Healthcare sector is a globally expanding market with demands for the most advanced technological solutions. DTU Health Tech creates the foundation for companies to develop new and innovative services and products which benefit people and create value for society. DTU Health Techs expertise spans from imaging and biosensor techniques, across digital health and biological modelling, to biopharma technologies. The department has a scientific staff of about 210 persons, 130 PhD students and a technical/administrative support staff of about 160 persons, of which a large majority contributes to our research infrastructure and related commercial activities.

Technology for people

DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN’s 17 Sustainable Development Goals. Hans Christian Ørsted founded DTU in 1829 with a clear vision to develop and create value using science and engineering to benefit society. That vision lives on today. DTU has 12,900 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. DTU has campuses in all parts of Denmark and in Greenland, and we collaborate with the best universities around the world.

 

 

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