Postdoctoral Researcher in Machine Learning for Medical Image Analysis

4 weeks ago


Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time
Research Position in Machine Learning for Medical Image Analysis

Chalmers tekniska högskola is seeking a highly motivated and skilled postdoctoral researcher to join our team working on developing state-of-the-art machine learning image analysis models to solve clinically important tasks focused on disease prediction and prognostication.

About the Project

This research position is focused on applications of image analysis in the biomedical area, including developing automatic methods to interpret images from medical imaging systems. The project aims to develop models to evaluate, predict, and prognosticate diseases, focusing on lung cancer mainly using computed tomography images (CT), and other medical imaging modalities such as x-ray, ultrasound, and nuclear medicine imaging.

About the Research Group

The research group conducts research in the field of automatic image interpretation and perceptual scene understanding, targeting both medical applications and general computer vision applications. The main research problems include mathematical theory, algorithms, and machine learning (deep learning) for inverse problems in artificial intelligence, as well as application to medical problems.

Responsibilities

Your major responsibility as a postdoc is to perform your own research in a research group. The position may also include teaching on undergraduate and master's levels as well as supervising master's and/or PhD students to a certain extent. Another important aspect involves collaboration within academia and with society at large.

Qualifications

To qualify for this position, you must hold a PhD or equivalent in Computer Vision, Machine Learning, Applied Mathematics, or another related field, awarded no more than three years prior to the application deadline. The position requires sound verbal and written communication skills in English. Swedish is not a requirement but Chalmers offers Swedish courses.

Contract Terms

This postdoc position is a full-time temporary employment for two years. Chalmers offers a cultivating and inspiring working environment in the coastal city of Gothenburg.



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