Uppsala University is a comprehensive research-intensive university with a strong international standing. Our mission is to pursue top-quality research and education and to interact constructively with society. Our most important assets are all the individuals whose curiosity and dedication make Uppsala University one of Sweden’s most exciting workplaces. Uppsala University has 40,000 students, 7,000 employees and a turnover of SEK 6.5 billion.
The Department of Information Technology conducts research and education in a spectrum of areas within Computer Science and Information Technology. The research is organized in five Divisions, and the Division of Visual Information and Interaction houses the Centre for Image Analysis, which has a long tradition of theoretical and applied research and graduate education in computerized image analysis and scientific visualization. The focus is on image processing as such, but also on developing better methods, algorithms and systems for applications within primarily life sciences, medicine, and digital humanities. For more information, see www.it.uu.se.
This PhD position is part of a recently started 5-year project and which is funded by the Swedish Foundation for Strategic Research (SSF). The project is about understanding cell migration; a complex cellular process highly relevant to cancer. We will collect data and build models for single living cells in 4 dimensions; 3D-space and time, and apply a broad systems microscopy strategy by combining recently developed quantitative imaging and statistical modelling with emerging single cell omics. The project is a close multidisciplinary collaboration of leading experts from cell migration and microscopy (Staffan Strömblad, Karolinska Institutet), molecular tools (Ulf Landegren, Uppsala University), digital image processing and analysis (Carolina Wählby, Uppsala University), and two companies; Olink Biosciences and Sprint Biosciences.
Computerized image processing and analysis responsible for creating an automated approach for classifying cells based on their dynamic behaviour in time series of microscopy images. The candidate will be expected to collaborate closely with the project partners. Tasks include development of approaches for analysis of large-scale 4D microscopy image data, and methods will range from learning-based image segmentation and classification to large-scale statistical analysis.
The candidates must have an MSc degree in bioinformatics, computer science or related areas relevant to the PhD topics. Good programming skills are required and expertise in digital image processing/analysis and machine learning is meriting. The PhD position is highly interdisciplinary and an understanding and/or interest in life science applications is meriting.
Good communication skills in English, both spoken and written, are required.
The position is for four years, but may be extended by teaching and department duties (at most 20%). The PhD education also includes participation in courses related to the research subject.
How to apply:
Please mention NLP People as a source when applying
About Uppsala University
Uppsala University is one of northern Europe's most highly ranked universities. Eight scientists at the university have been awarded the Nobel Prize. Uppsala University pursues research in a wide range of fields that helps us understand our society. Research that creates a better world and makes life easier for many people – research that brings new perspectives to the basic questions of science and at the same time knowledge that contributes to a sustainable environment, human health, and social development.