معرفی
Neda Haj Hosseini is a Senior Lecturer and Associate Professor in Biomedical Engineering at Linköping University's Department of Biomedical Engineering (IMT). She contributes to teaching courses like TBMT56 - Medical Technology and TBME08 - Biomedical Modeling and Simulation, while leading research initiatives in AI-driven cancer diagnostics and biomedical optics.
- Research Focus: Development of AI methods for cancer diagnostics, optical coherence tomography (OCT) applications, and fluorescence spectroscopy in surgical guidance
- Affiliations: Center for Medical Image Science and Visualization (CMIV), Analytic Imaging Diagnostic Arena (AIDA), Swedish Medical Technology Association
Recent Research Trends demonstrate expertise in applying deep learning to:
- Pediatric brain tumor classification using multimodal imaging
- Optical biopsy techniques for intraoperative decision support
- Automated biomarker quantification in histopathology
- Medical imaging data integrity and algorithm validation
Scientific Awards include grants from:
- Joanna Cocozza Foundation (2022)
- Swedish Childhood Cancer Foundation (2024)
Academic Leadership involves mentoring students in projects such as:
- "Multiple Instance Attention-based Learning for Brain Tumor Classification"
- "Vision Transformers for Multiclass Brain Tumor Tissue Classification"
- "Reaction-diffusion Models for Image-driven Tumor Simulation"
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