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ahmetduman23/README.md

Ahmet Yasir Duman

Medical AI researcher working on medical image segmentation and the reliability of vision-language models in clinical settings.

Current work

  • VLM reliability — hallucination and reliability probing for clinical vision-language models on chest X-rays
  • CXR-Fusion — leakage-controlled multimodal chest X-ray classification on MIMIC-CXR (DenseNet121 + BioClinicalBERT, gated fusion)

Background

  • Published: Hybrid ViT-based skin burn detection — Information Dynamics and Applications
  • Award-winning stroke MRI prioritization system (3D U-Net, ISLES 2022)
  • TEKNOFEST 2025 Health Technologies — top 11 of 3,200 teams

Contact

LinkedIn · X · ahmetyasirduman@gmail.com

Pinned Loading

  1. cxr_fusion cxr_fusion Public

    Jupyter Notebook 1

  2. Kvasir-HealthAI Kvasir-HealthAI Public

    Explainable U-Net for Medical Image Segmentation (Kvasir-HealthAI)

    Jupyter Notebook 4