Postdoctoral Research Fellow in Responsible Machine Learning for Sleep-Related Respiratory...

Updated: 2 months ago
Job Type: FullTime
Deadline: 01 Jul 2022

Re-spire is an interdisciplinary research project with partners in Medicine (Institute of Clinical Medicine (UiO), Oslo University Hospital, Lovisenberg Diakonale Syke-hus), Ethics (Centre for Medical Ethics (UiO), Law (Department of Private Law (UiO), and Computer Science (Department of Informatics (UiO), Department of Computer Science (National University of Singapore). The goal of RESPIRE is to develop machine learning (ML) solutions for sleep-related disorders that are (1) explainable to the different users, including patients, health professionals, and ML developers, and (2) responsible with respect ethical and legal considerations.

The Computer Science part of the project is embedded in the research group for Analytical Solutions and Reasoning (ASR). The core research themes of ASR are applied logic, semantic technology, data management, data integration, formal models and analysis, and explainable AI, with applications within Big Data related to industrial and the healthcare domains.

The group is also engaged in the University’s newly established dScience centre where the successful applicant will find a rapidly evolving cross-disciplinary hot-bed of data science researchers.

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