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# SimNICT: Simulated Non-Ideal measurement CT Dataset
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**SimNICT** is the first comprehensive dataset for training universal non-ideal measurement CT (NICT) enhancement models, containing simulated low-dose, limited-angle, and sparse-view CT from different body regions.
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**💡 Recommendation**: Start with **SimNICT-AMOS-Sample** for initial exploration and prototyping, then download specific datasets from the **SimNICT Dataset** based on your research needs.
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After downloading preprocessed ICT data, generate NICT data with the following simulation code to construct complete SimNICT dataset:
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**📋 Simulation Usage:**
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```python
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# Download simulation code
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wget https://huggingface.co/datasets/YutingHe-list/SimNICT/blob/main/simnict_generator.py
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# SimNICT: Simulated Non-Ideal measurement CT Dataset
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**SimNICT** is the first comprehensive dataset for training universal non-ideal measurement CT (NICT) enhancement models, containing simulated low-dose, limited-angle, and sparse-view CT from different body regions.
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We release the **SimNICT Dataset** (823 GB, 8 datasets) for comprehensive NICT research, and provide **SimNICT-AMOS-Sample** (78 MB) for quick exploration and prototyping.
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**💡 Recommendation**: Start with [SimNICT-AMOS-Sample Dataset](#part-2-simnict-amos-sample) for initial exploration and prototyping, then download specific datasets from the [SimNICT Dataset](#part-1-simnict-dataset) based on your research needs.
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---
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After downloading preprocessed ICT data, generate NICT data with the following simulation code to construct complete SimNICT dataset:
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```python
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# Download simulation code
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wget https://huggingface.co/datasets/YutingHe-list/SimNICT/blob/main/simnict_generator.py
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