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this photo is taken from a small village in good old Graz
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this photo is taken from a small village in good old Graz
47 followers · 9 following

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Jianningli/README.md

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🧬 Medical Image Analysis • 📐 Computational Geometry • 🏥 AI for Healthcare

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⭐ Featured Projects

Project Description
🦷 DentalAIAssistant AI assistant for dental imaging
🧠 SparseCNN High-resolution shape completion
💀 SkullRec Skull reconstruction with MONAI
🛠️ autoimplant Cranial implant design
🧩 SkullVAE VAE for skull shape analysis
💬 MedShapeNet Feedback Medical 3D shapes dataset

📦 MedShapeNetCore (PyPI)

A lightweight Python package for accessing and processing MedShapeNet anatomical 3D shapes.

pip install MedShapeNetCore

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  1. denal_ai_assistant denal_ai_assistant Public

    Multimodal Dental AI Assistant

    Python 1

  2. medshapenet-feedback medshapenet-feedback Public

    MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

    Jupyter Notebook 84 10

  3. SparseCNN SparseCNN Public

    Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution

    Python 19 1

  4. autoimplant autoimplant Public

    A Baseline Approach for the AutoImplant Challenge

    Python 28 9

  5. Project-MONAI/research-contributions Project-MONAI/research-contributions Public

    Implementations of recent research prototypes/demonstrations using MONAI.

    Python 1.2k 390

  6. skullVAE skullVAE Public

    training β-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder

    Python 5 1