PhD and Postdoc Positions: The IT University of Copenhagen invites highly motivated candidates to apply for multiple PhD and Postdoc positions in the PURRlab, focusing on evaluation metrics for multimodal health data. The project is part of the “CHEETAH” initiative funded by the Novo Nordisk Foundation Data Science Ascending Investigator grant, aiming to enhance the robustness of algorithms used in healthcare applications.
PhD and Postdoc Positions on Evaluation Metrics for Multimodal Health Data at the IT University of Copenhagen
Designation
- 2 PhD Positions
- 2 Postdoc Positions
Table
| Position | Research Focus | Start Date |
|---|---|---|
| PhD1 | Chest X-ray Imaging and NLP Data | October 1, 2025 |
| PhD2 | Cardiovascular Imaging and Tabular Data | October 1, 2025 |
| Postdoc1 | Data Diversity in Algorithms | Late 2025 or 2026 |
| Postdoc2 | Algorithm Diversity | Late 2025 or 2026 |
Research Area
- Machine Learning in Healthcare
- Medical Imaging
- Multimodal Data Evaluation
Location
IT University of Copenhagen, Rued Langgaards Vej 7, DK-2300 Copenhagen S, Denmark
Eligibility/Qualification
- PhD Applicants:
- MSc (or equivalent) near completion
- Strong computational skills, preferably in computer science, mathematics, cognitive science, or human-computer interaction.
- Postdoc Applicants:
- PhD in related fields.
- Experience in publishing related work and supervising students is advantageous.
Description
The project focuses on addressing limitations in current machine learning competitions for healthcare algorithms, particularly regarding performance evaluation metrics and robustness in real-world applications. The successful candidates will be involved in enhancing algorithm diversity and robustness while considering ethical implications and inclusivity in research competitions.
How to Apply
Interested candidates should prepare and submit the following in English:
- A motivated application (cover letter) detailing qualifications.
- Full CV with contact information.
- Documentation of academic degrees (copy of degree certificates).
- Statement of purpose evidencing independent thinking.
- Relevant publications or thesis (for PhD and postdoc).
- Documentation of English proficiency for PhD candidates.
- Teaching record for postdoc candidates.
Applications must be submitted through the e-recruitment system found on the IT University website.
Last Date to Apply
April 30, 2025, at 23:59 CEST
For inquiries, candidates are encouraged to contact project leader Associate Professor Veronika Cheplygina at vech@itu.dk. Early contact is strongly recommended.
