Job Description
The Department of Computer Science is now looking for a
Master's thesis position (M.Sc. student) in Deep Learning for Healthcare.
Project description:
Deep learning has achieved remarkable performance in tasks in the field of healthcare including medical image analysis based on detection, classification, or segmentation. However, the current approaches lack explainability resulting in reduced trust in these methods. Moreover, deep learning techniques often require a large amount of labelled data which can be difficult to obtain in the healthcare domain. Thus, techniques improving data efficiency can be integral for healthcare applications. The master's thesis worker will be collaborating in one of the medical imaging use cases being researched in the MEDALLION: Medical AI and Immersion project (read more: cystic lesion analysis
Intracranial brain aneurysm analysis
Postmortem identification and bone quality analysis
The precise topic for the thesis will be discussed...
Master's thesis position (M.Sc. student) in Deep Learning for Healthcare.
Project description:
Deep learning has achieved remarkable performance in tasks in the field of healthcare including medical image analysis based on detection, classification, or segmentation. However, the current approaches lack explainability resulting in reduced trust in these methods. Moreover, deep learning techniques often require a large amount of labelled data which can be difficult to obtain in the healthcare domain. Thus, techniques improving data efficiency can be integral for healthcare applications. The master's thesis worker will be collaborating in one of the medical imaging use cases being researched in the MEDALLION: Medical AI and Immersion project (read more: cystic lesion analysis
Intracranial brain aneurysm analysis
Postmortem identification and bone quality analysis
The precise topic for the thesis will be discussed...
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