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@ShanghaiTech-IMPACT

IMPACT Lab

Intelligent Medical Procedure Analyzing, Computing and Transforming Lab

IMPACT Lab (Intelligent Medical Procedure Analyzing, Computing and Transforming Lab)

ShanghaiTech School Website

Welcome to the GitHub profile of IMPACT Lab at ShanghaiTech University!

Our Mission: We dedicate to fusing artificial intelligence and computer graphics into medical imaging.

🔬 About Us

Founded and directed by Dr. Zhiming Cui since 2022, IMPACT Lab is part of the School of Biomedical Engineering at ShanghaiTech University.

We focus on the intersection of Artificial Intelligence and Computer Graphics in medical scenarios. Our primary research interests include:

  • Medical Imaging Computing
  • Image Reconstruction (e.g., CBCT, DSA, and PET/CT)
  • Digital Dentistry

🔗 Learn more at our official website: shanghaitech-impact.github.io


📢 Recent News

  • [2026-01] One paper accepted by IEEE TMI. Congrats to Han Wu!
  • [2025-10] Dr. Cui will serve as Associate Editor for Neural Networks (Q1, IF=6.3).
  • [2025-10] One paper accepted by IEEE TMI. Congrats to Xingyue!
  • [2025-10] One paper accepted by NPJ Digital Medicine!
  • [2025-07] One paper accepted by IEEE TMI. Congrats to Han Wu!
  • [2025-07] One paper accepted by MedIA. Congrats to Yulong!
  • [2025-06] One paper (3D-MedDiffusion) accepted by IEEE TMI. Congrats to Haoshen!
  • [2025-06] One paper accepted by Cell Reports Medicine!

🌟 2025 Summary: In 2025, our lab published 1 Cell Reports Medicine, 1 NPJ Digital Medicine, 4 TMI, 1 MedIA, 4 MICCAI, and 1 IPMI (oral) papers.


🧑‍🏫 Principal Investigator

Zhiming Cui, Ph.D.

  • Position: Assistant Professor, School of Biomedical Engineering, ShanghaiTech University.
  • Education Background:
    • Ph.D. from the University of Hong Kong (HKU), supervised by Prof. Wenping Wang.
    • B.Eng and M.Eng from Northeastern University.
  • Research: Published in prestigious journals and conferences including Nature Communications, Cell Reports Medicine, NPJ Digital Medicine, TMI, MedIA, MICCAI, CVPR, and ECCV.

📧 Email: [email protected] 📍 Office: Room 308, BME Building, ShanghaiTech University, Pudong, Shanghai.


📚 Selected Publications

Our work is regularly published in top-tier venues for medical imaging and computer vision.

  • Journals: Nature Communications, Cell Reports Medicine, NPJ Digital Medicine, IEEE TMI, MedIA, TNNLS
  • Conferences: MICCAI, CVPR, ECCV, IPMI

👉 For a full list of our work, please visit our Publications Page.


🚀 Join Us

We are looking for self-motivated interns and graduate students (Class of 2026) who are passionate about our research!

If you are interested in medical AI, 3D reconstruction, or digital dentistry:

  1. Visit our Join Us page for details.
  2. Email Dr. Cui directly with your CV.

© IMPACT Lab, ShanghaiTech University.

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  1. DuCiSC DuCiSC Public

    [IEEE TMI 2025] Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi- supervised Medical Image Segmentation

    Python 17 1

  2. CLIK-Diffusion CLIK-Diffusion Public

    [MedIA 2025] CLIK-Diffusion: Clinical Knowledge-informed Diffusion Model for Tooth Alignment

    Python 24 6

  3. 3D-MedDiffusion 3D-MedDiffusion Public

    [IEEE TMI 2025] 3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generation

    Python 115 10

  4. Geometry-Aware-Attenuation-Learning-for-Sparse-View-CBCT-Reconstruction Geometry-Aware-Attenuation-Learning-for-Sparse-View-CBCT-Reconstruction Public

    [IEEE TMI 2024] Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction

    Python 54 6

  5. DVCTNet DVCTNet Public

    [MICCAI 2025] Adapting Foundation Model for Dental Caries Detection with Dual-View Co-Training

    Python 8

  6. 4DRGS 4DRGS Public

    [IPMI 2025 Oral] 4DRGS: 4D Radiative Gaussian Splatting

    Python 29 1

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