PanTS_Segmenter / README.md
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---
license: mit
pipeline_tag: image-segmentation
---
# Paper
<b>See More, Change Less: Anatomy-Aware Diffusion for Contrast Enhancement</b> <br/>
[Junqi Liu](https://scholar.google.com/citations?hl=en&authuser=1&user=4Xpspl0AAAAJ), [Zejun Wu](), [Pedro R. A. S. Bassi](), [Xinze Zhou](), [Wenxuan Li](), [Ibrahim E. Hamamci](), [Sezgin Er](), [Tianyu Lin](), [Yi Luo](), [Szymon Płotka](https://scholar.google.com/citations?hl=en&authuser=1&user=g9sWRN0AAAAJ), [Bjoern Menze](https://scholar.google.com/citations?hl=en&authuser=1&user=Kv2QrQgAAAAJ), [Daguang Xu](https://scholar.google.com/citations?hl=en&authuser=1&user=r_VHYHAAAAAJ), [Kai Ding](https://scholar.google.com/citations?hl=en&authuser=1&user=OvpsAYgAAAAJ), [Kang Wang](https://radiology.ucsf.edu/people/kang-wang), [Yang Yang](https://scholar.google.com/citations?hl=en&authuser=1&user=6XsJUBIAAAAJ), [Yucheng Tang](https://scholar.google.com/citations?hl=en&authuser=1&user=0xheliUAAAAJ), [Alan Yuille](https://www.cs.jhu.edu/~ayuille/), [Zongwei Zhou](https://www.zongweiz.com/)<sup></sup> <br/>
Johns Hopkins University, University of Copenhagen, University of Virginia, University of Bologna, and others
<a href='https://www.zongweiz.com/dataset'><img src='https://img.shields.io/badge/Project-Page-Green'></a> <a href='https://www.cs.jhu.edu/~zongwei/preprint/liu2025see.pdf'><img src='https://img.shields.io/badge/Paper-PDF-purple'></a>
# Citation
```
@article{liu2025see,
title={See More, Change Less: Anatomy-Aware Diffusion for Contrast Enhancement},
author={Liu, Junqi and Wu, Zejun and Bassi, Pedro RAS and Zhou, Xinze and Li, Wenxuan and Hamamci, Ibrahim E and Er, Sezgin and Lin, Tianyu and Luo, Yi and Płotka, Szymon and others},
journal={arXiv preprint arXiv:https://www.arxiv.org/abs/2512.07251},
year={2025},
url={https://github.com/MrGiovanni/SMILE}
}
```