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toufiqmusah/README.md

👋 Hi, I'm Toufiq ...

MSE Data Science @ University of Pennsylvania | AI in Healthcare & Medical Imaging

🔬 Research: Computer Vision, Medical Image Analysis, Trustworthy AI for Healthcare

📫 Email · GitHub · LinkedIn · Google Scholar

🏆 Awards & Honors

  • 🥇 Brain Tumor Segmentation Challenge (BraTS-SSA) 2025 — First Place at MICCAI 2025
    Paper

  • 🥈 InstaDeep Deep Learning Indaba Hackathon — Biomass Carbon Estimation through Dense Regression
    Article

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  1. ULF-Synth ULF-Synth Public

    ULF-Synth: Physics-Guided Ultra-Low-Field MRI Enhancement for Pediatric Neuroimaging

    Python 3

  2. MedSegMNIST MedSegMNIST Public

    MedSegMNIST is a python library for easy access to 2D and 3D Medical Image Segmentation datasets provided in varying resolutions/sizes, for benchmarking and learning purposes.

    Python 13

  3. HeadCT-SRGAN HeadCT-SRGAN Public

    HeadCT Super Resolution Generative Adversarial Network Notebook

    Jupyter Notebook 4

  4. Introduction-to-TorchIO Introduction-to-TorchIO Public

    In this tutorial, we will cover the basics of using TorchIO by loading and viewing some MRIs and applying various transformations. We will use single-channel T2-FLAIR NIfTI samples from the ASNR-RS…

    Jupyter Notebook 2

  5. End-to-End-Deep-Learning-Tutorial-for-Image-Classification End-to-End-Deep-Learning-Tutorial-for-Image-Classification Public

    End-to-End Deep Learning Tutorial for Image Classification: Pneumonia Detection from Chest X-Ray Scans

    Jupyter Notebook

  6. Label Masked Elastic Transform - Tor... Label Masked Elastic Transform - TorchIO
    1
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    2
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    3
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    4
      "metadata": {
    5
        "colab": {