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Fix acceleration wording; cite UNIFORM, vSHARP, and DIRECT

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  1. README.md +3 -1
README.md CHANGED
@@ -25,7 +25,7 @@ undersampled multi-coil MRI across diverse anatomical sites and contrasts, built
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  ![UNIFORM training and inference pipeline](uniform_figure1_pipeline.png)
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  *Figure 1 (MIDL 2025): one vSHARP model trained on fastMRI brain / knee / prostate and
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- CMRxRecon cardiac data; evaluated at \(R\in\{2,4,6,8\}\); zero-shot SSL on breast in the paper.*
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  ## What is in this repo?
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@@ -98,6 +98,8 @@ masking:
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  ## Citation
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  ```bibtex
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  @inproceedings{Yiasemis_UNIFORM,
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  title = {{UNIFORM}: A Unified Deep Learning Framework for Multi-organ and Multi-contrast {MRI} Reconstruction},
 
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  ![UNIFORM training and inference pipeline](uniform_figure1_pipeline.png)
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  *Figure 1 (MIDL 2025): one vSHARP model trained on fastMRI brain / knee / prostate and
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+ CMRxRecon cardiac data; evaluated at **2×, 4×, 6×, and 8×** acceleration; zero-shot SSL on breast in the paper.*
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  ## What is in this repo?
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  ## Citation
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+ If you use this model, please cite UNIFORM, vSHARP, and the DIRECT toolkit.
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+
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  ```bibtex
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  @inproceedings{Yiasemis_UNIFORM,
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  title = {{UNIFORM}: A Unified Deep Learning Framework for Multi-organ and Multi-contrast {MRI} Reconstruction},