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GDP-HMM_baseline
qqq1111q/GDP-HMM_baseline
GDP-HMM_baseline is a machine learning model from qqq1111q. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-sa-4.0.
06/2025 Updates: the top six solutions (code/weights/descriptions) of GDP-HMM challenge have been hosted here!
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Updated Sep 9, 2026
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3.8 GB
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At a glance
- License
- cc-by-nc-sa-4.0
- Access
- Public
- Created
- Sep 9, 2026
- Updated
- Sep 9, 2026
- SHA
- 254d4816
Datasets
Model card
From the Hugging Face model README
Annoucements
06/2025 Updates: the top six solutions (code/weights/descriptions) of GDP-HMM challenge have been hosted here!
Model Description
<!-- Provide a longer summary of what this model is. -->This is a trained model can be directly used in GDP-HMM challenge in AAPM 2025.
Please run this model and submit to the challenge platform, please follow the instructions in https://github.com/RiqiangGao/GDP-HMM_AAPMChallenge.
Attention: This is a educational baseline that participants can quickly start the challenge and see some reasonable results. Participants may need to modify the settings and parameters to get better results.
- Developed by: GDP-HMM Challenge organizers and participants
- Model type: 3D CNN, U-Shaped, MedNeXt, PyTorch-Lightning
- Language(s) (NLP): English
- License: cc-by-nc-sa-4.0
Model Sources
<!-- Provide the basic links for the model. -->- Repository: https://github.com/RiqiangGao/GDP-HMM_AAPMChallenge.
Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->Check the tutorials in the GitHub repository.
- License
- cc-by-nc-sa-4.0
- Languages
- en
- Created
- Sep 9, 2026
- Updated
- Sep 9, 2026