Published: 05 Feb 2021 1,504 views
The PhD research will explore the important topics of investigating machine learning solutions to improve the entire medical imaging workflow. Particularly, the research project will focus on equipping deep neural networks with the ability of knowing what they do not know and quantifying their risk of failures, i.e. quantification of uncertainty/confidence and explanation of its source.
Aim of the Project: The aim of the research is to allow better understanding of deep learning models and their predictions via uncertainty quantification, and also to enable a more robust and reliable medical imaging workflow for safer diagnosis and treatment.
| Application Deadline | 01 Jan 1970 |
| Country to study | United Kingdom |
| School to study | University of Edinburgh |
| Type | PhD |
| Course to study | View courses |
| Sponsor | University of Edinburgh |
| Gender | Men and Women |