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siavash-trm/README.md

πŸ§‘β€βš•οΈ Siavash Taremi – Medical Doctor & AI Researcher :

Hi, I’m Siavash Taremi,a medical doctor and AI researcher investigate the state of the art deep learning methods to address challenges in current AI and radiology methods . My work bridges clinical medicine with AI , focusing on:

🧠 Medical image segmentation

πŸ“Š Radiogenomics & survival prediction

πŸ€– Agentic systems for radiology – integrating segmentation, reporting, and treatment recommendation

πŸ”— Featured Project

Radiology-Agentic-System

A multimodal deep learning framework that includes:

  • 3D Glioma Segmentation using MRI (multi-sequence input)
  • Automated Radiology Report Generation
  • Radiogenomic Analysis & Treatment Planning

Project code ↗️

πŸ› οΈ Tech Stack

Area Tools / Libraries
Languages Python
Deep Learning PyTorch, TensorFlow, Keras
Medical Imaging NiBabel, SimpleITK
Data Science & Utilities Pandas, NumPy, Scikit-learn
Visualization & Annotation Matplotlib, ITK-SNAP

πŸ”— Connect with me :

🌐 Google Scholar

🧾 ORCID

βœ‰οΈ Email : [email protected]

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  1. Radiology-agentic-system Radiology-agentic-system Public

    A multimodal deep learning framework for glioma 3D segmentation, radiology report generation ,radiogenomic analysis and treatment plan

    Jupyter Notebook 1