Scholar
Mehdi Astaraki
Google Scholar ID: 0rcpAe0AAAAJ
Karolinska Institutet; Stockholm University
Citations & Impact
Citations
536
H-index
12
i10-index
13
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Background
- Postdoctoral researcher at the Division of Medical Radiation Physics, Stockholm University (SU)
- Passionate about applying deep learning (DL) and machine learning (ML) methods to cancer imaging analysis
- Aims to develop imaging biomarkers for cancer diagnosis, prognosis, staging, progression prediction, treatment response assessment, and radiation therapy planning
- Research focuses on brain tumors, lung tumors, bone metastases, head & neck cancers, and lymph node involvement
- Works with radiological and molecular imaging modalities including MRI, CT, and PET
- Methodologically interested in supervised learning, representation learning, active learning, and federated learning
