Klavdiia Naumova
Ph.D Student
Klavdiia Naumova joined IMSY as a PhD student in 2024. She is working on developing bias-aware foundation models for surgery black-box data to enhance patient safety and reduce postoperative complications.
Klavdiia received her Master's in life sciences engineering from EPFL in Switzerland, following a BSc + MSc in chemistry from Moscow State University in Russia. Her previous research focused on detecting systematic bias in medical images in federated learning.
Expertise
- Deep learning
- Federated learning
- Data bias in artificial intelligence
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