苏黎世联邦理工

Doctoral Position in sparse reconstruction of virtual histology images

项目介绍

We are seeking a highly motivated Doctoral Student to join our team in translational X-ray imaging and contribute to the development of X-ray imaging technology that can significantly improve the treatment and outcome of oncological patients.

Project background

You will contribute to the design and implementation of machine-learning-based sparse 3D image reconstruction modalities to be used for fast histopathological assessment of tumor biopsies with X-ray phase-contrast radiography and tomography. As part of our multidisciplinary team of academic and clinical researchers, you will be involved in ongoing pilot studies at cantonal hospitals and have the chance to contribute directly to the improvement of clinical workflows and benefit cancer patients and health care professionals

Job description

  • Collection of grating interferometry X-ray phase contrast microCT data of breast tissue biopsies
  • Setup of data pipelines for synchrotron and laboratory microCT scans of soft tissue
  • Develop algorithms for reconstruction of virtual histopathology images from sparse phase-contrast CT acquisitions of oncological specimens 
  • Comparison with standard histology and assessment of algorithm performance 
  • Present results at international conferences as well as internal workshops
  • Summarize your results in scientific publications
  • Support the professorship in teaching activities

Profile

  • Excellent qualifications with a university degree (Master or equivalent) in physics, engineering or computer science
  • Proficiency in computer vision and machine learning with Python
  • Knowledge of X-ray physics and laboratory experience in imaging would be a benefit
  • Highly self-motivated, curious and committed character
  • Well organized
  • Willingness to conduct research in a multidisciplinary team
  • Excellent communication skills in English (written and spoken)

Workplace

We offer

Our organization operates on the principles of interdisciplinary collaboration, innovation, and dynamism. As a valued member of our team, you can expect to receive comprehensive on-the-job training, as well as access to various personal and professional development opportunities. Additionally, we foster a strong culture of vocational training, which will enable you to enhance your skillset and advance your career.

We recognize the importance of achieving a healthy work-life balance, and as such, we offer modern employment conditions and on-site infrastructure to support you in optimizing your schedule to accommodate your personal interests and family commitments.chevron_rightWorking, teaching and research at ETH Zurich

We value diversity and sustainability

In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity and nurture a working and learning environment in which the rights and dignity of all our staff and students are respected. Visit our Equal Opportunities and Diversity website to find out how we ensure a fair and open environment that allows everyone to grow and flourish. Sustainability is a core value for us – we are consistently working towards a climate-neutral future.

Curious? So are we.

We look forward to receiving your online application with the following documents:

  • Motivation letter
  • CV
  • Publication List
  • Transcripts
  • Ideally two reference letters

Further information about the PSI Center for Photon Science can be found on our Website. Questions regarding the position should be directed to Prof. Dr. Marco Stampanoni, stampanoni@biomed.ee.ethz.ch or Dr. Gianluca Lori, gianluca.iori@psi.ch

Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.

项目概览

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欧洲, 瑞士 所在地点
带薪岗位制 项目类别
截止日期 2026-10-31
苏黎世联邦理工

院校简介

苏黎世联邦理工是国际研究型大学联盟、全球大学高研院联盟、IDEA联盟成员,是闻名全球的世界顶尖研究型大学,连续多年位居欧洲大陆高校翘首。
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联系方式

电话: +41 44 632 11 11

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