The IT University of Copenhagen’s PURRlab is inviting applications for multiple PhD and postdoctoral positions. The project, funded by the Novo Nordisk Foundation, focuses on developing evaluation metrics for machine learning in healthcare, particularly addressing the complexities and limitations of current methodologies.
PhD and Postdoc Positions on Evaluation Metrics for Multimodal Health Data
Designation:
- 2 PhD Students
- 2 Postdoctoral Researchers
Table:
| Position | Number of Positions | Research Focus | Duration |
|---|---|---|---|
| PhD Student | 2 | Chest X-ray imaging and NLP / Cardiovascular imaging | 3-4 years |
| Postdoc | 2 | Data diversity / Algorithm diversity | Up to 4 years |
Research Area:
- Machine Learning
- Healthcare Data Science
- Medical Imaging
- Natural Language Processing
- Multimodal Data Analysis
Location:
IT University of Copenhagen, Rued Langgaards Vej 7, DK-2300 Copenhagen S, Denmark
Eligibility/Qualification:
- For PhD Positions:
- MSc (or equivalent) completed or near completion.
- Background in computer science, mathematics, cognitive science, or related fields.
- For Postdoc Positions:
- PhD degree required.
- Experience in publishing and co-supervising students is advantageous.
Description:
The project aims to innovate evaluation and competition design in healthcare machine learning, moving beyond singular performance metrics. The successful candidates will work on the development of multiple metrics that assess algorithm robustness, focusing on multimodal datasets including chest x-rays and retinal images. The collaborative team consists of experienced researchers and aims to enhance diversity and inclusion in the field.
How to Apply:
Interested candidates should submit the following documents in English:
- A motivated cover letter.
- A full CV with complete personal and academic details.
- Documentation of academic degrees.
- A statement of purpose demonstrating originality in the research area.
- Relevant scientific publications or Master/PhD thesis.
- Proof of English proficiency.
Applications must be submitted through the e-recruitment system on the IT University website.
Last Date for Apply:
April 30, 2025, at 23:59 CEST.
For further inquiries, contact Associate Professor Veronika Cheplygina at vech@itu.dk or HR at hr@itu.dk.
