马萨里克大学PhD position in AI-based Image Analysis in Oncology申请条件要求-申请方
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马萨里克大学
PhD直招介绍
About the Project
PhD Position: AI-based Image Analysis in Oncology
Faculty of Informatics, Masaryk University (FI MU), Brno, Czech Republic
Supervisor: Michal Kozubek
Host centre: Centre for Biomedical Image Analysis (CBIA), FI MU
Study programme: Ph.D. in Informatics
Form: Full-time (preferred)
Start: Spring 2027
Application deadline: November 30, 2026
Research Topic
We invite applications for a PhD position at the intersection of artificial intelligence and biomedical image analysis, especially focusing on detection, segmentation, classification, and benchmarking tasks, with primary applications in oncology.
The PhD project will be conducted within the Centre for Biomedical Image Analysis (CBIA( https://cbia.fi.muni.cz/ )) at the Faculty of Informatics, Masaryk University. CBIA provides a multidisciplinary research environment combining computer science, biomedical imaging, and clinical collaboration.
The research will focus on the development of methods applicable to image data from hospitals (tumor analysis using MRI/CT/PET) as well as from biological laboratories (cancer cell studies using optical microscopy). There are many challenges to face: the data can be multidimensional (including temporal dimension) and multimodal but the resolution is limited; there are frequent imaging artifacts and class imbalance problems; cancer cells and tumors are often hard to find (or distinguish from imaging artefacts) and have fuzzy / uncertain boundaries or types/grades. Hence, it is necessary to develop methods able to cope with these issues as well as to introduce metrics and benchmarks for measuring their performance.
Possible Research Directions
Machine learning in cancer cell detection, segmentation, classification and behaviour analysis
Machine learning in MRI brain tumor image analysis
Dealing with uncertainty and fuzziness in biomedical image analysis
Metrics and benchmarking in biomedical image analysis
The exact topic will be specified jointly with the supervisor, depending on the candidate’s experience and interests.
Programme & Study Environment
The position is embedded in the four-year doctoral programme in Informatics at FI MU, delivered in English or Czech.
Doctoral students are expected to:
Conduct independent research under supervision
Publish at international venues
Participate in conferences and research stays
马萨里克大学 PhD position in AI-based Image Analysis in Oncology项目有没有奖学金，是不是全奖Phd招生，下面我们一起看一下【大学名称】Phd的奖学金资助情况
项目资助情况
Funding & Employment Conditions
Tuition fee: 0 CZK (also for English-language doctoral study)
Standard funding package (full-time students):
Basic doctoral scholarship: 18,000 CZK / month
Employment contract (20% FTE): ~7,000 CZK net / month
Publication-performance scholarship: up to 7,000 CZK / month
Active PhD students typically reach ~32,000 CZK net monthly income during the standard study period.
马萨里克大学Phd申请条件和要求都有哪些？PhD position in AI-based Image Analysis in Oncology项目是不是全奖？有没有奖学金？下面我们一起看一下马萨里克大学申请Phd直招需要具备哪些条件和要求，以及托福、雅思语言成绩要到多少才能申请。
申请要求
Candidate Profile
Required
MSc in Computer Science, Applied Mathematics, Biomedical Engineering, or related field
Strong background in image analysis / deep learning / machine learning
Programming skills (Python, PyTorch / TensorFlow)
Solid mathematical foundation
Preferred
Experience with image processing
Biomedical imaging background
Publication or open-source track record
GPU / HPC experience
报名方式
招生人信息
Prof MK Kozubek
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