👋 About Me
Hi there! I am an AI Engineer and Researcher dedicated to bridging the gap between state-of-the-art deep learning research and real-world clinical applications. With a PhD background in medical image analysis, I specialize in building robust, interpretable models for complex diagnostic tasks.
Currently based in Amsterdam, I focus on computer vision, medical imaging, and automated deep learning pipelines that enhance clinical decision-making and improve patient outcomes.
🎯 Research Interests
- 🧠 Deep Learning
- 🏥 Medical Imaging
- 🤖 Computer Vision
- 🔬 Precision Oncology
- 🎗️ Tumor Segmentation
- 💊 Treatment Response
- 📷 CT/PET
- 🧲 MRI
- 📊 Data Analysis
🚀 Featured Projects
Top-1 Solution for Segmentation and Detection of Head and Neck Cancer Tumors. Developed a multi-modal deep learning approach for robust lesion detection.
Improved rectal tumor segmentation using anomaly fusion derived from anatomical inpainting. Integrates domain knowledge into automated segmentation pipelines.
📚 Selected Publications
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Improving rectal tumor segmentation with anomaly fusion derived from anatomical inpainting
Scientific Reports (2025)
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An automated deep learning pipeline for EMVI classification and response prediction of rectal cancer
npj Precision Oncology (2024)