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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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imamahasane/README.md

Md Imam Ahasan - Computer Science Student

Hello! I'm Md Imam Ahasan, a master's student in Computer Science at Chongqing University, specializing in Generative Adversarial Networks (GANs) for medical image reconstruction. My research focuses on enhancing low-dose CT and MRI scans to boost diagnostic accuracy and solve real-world healthcare challenges using AI and deep learning. I’m passionate about bridging the gap between innovative technology and human well-being.

🚀 Key Skills

Here’s a snapshot of my technical expertise:

  • Programming: Python, NumPy, OpenCV, Matplotlib
  • ML Frameworks: TensorFlow, PyTorch
  • Technologies: GANs, Machine Learning, Deep Learning, Medical Imaging
  • Tools: Git, GitHub, Jupyter Notebooks

📌 Pinned Repositories

coming soon ....

🌟 Projects

Check out some of my key projects on GitHub:

1. GANs Framework for Low-Dose Medical Image Reconstruction (In Progress)

  • Description: Developing a GAN-based model to reconstruct high-quality medical images from low-resolution inputs, improving diagnostic accuracy.
  • Dataset: LoDoPaB-CT
  • Impact: Enhances image clarity and reduces noise, aiding radiologists in better decision-making.
  • Tech Stack: PyTorch, TensorFlow, OpenCV
  • Repo: GitHub Repository

📚 Blog

Stay updated with my latest insights and research work on my blog:
📖 My Blog - Covering AI, ML, and medical imaging research.

Check out some of my featured articles:
✅ "Understanding GANs for Medical Image Processing" - Read Here
✅ "Low-Dose CT Image Denoising with AI" - Read Here

🌐 Connect with Me

Let’s collaborate or chat about AI, machine learning, or anything tech-related! Reach me through:

🎨 Personal Touch

  • Fun Fact: I love playing badminton, running, and exploring new challenges both in life and in code!
  • Inspiration: The potential of AI to revolutionize healthcare drives me. Every line of code I write brings us closer to making medical diagnostics more accessible and accurate.

🙌 Let's Build Something Amazing Together!

Feel free to explore my repositories, connect with me, or drop me a message. I’m always open to exciting opportunities, collaborations, or just sharing knowledge. Let’s innovate and make a difference!

GitHub streak stats

Pinned Loading

  1. LightGAN-LD LightGAN-LD Public

    End-to-end reproducible LightGAN-LD: a PyTorch framework for low-dose CT denoising and reconstruction.

    Jupyter Notebook 1