CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach

数据集概述

• 数据集名称: CT/PET Dataset
• 数据集规模: 包含2,028,628对PET-CT图像
• 数据集示例: 请参考CTPET_DATASET文件夹查看数据集样本

数据准备

• 数据路径格式: yaml your_dataset_path/train/A # 训练参考 your_dataset_path/train/B # 训练真实值 your_dataset_path/val/A # 验证参考 your_dataset_path/val/B # 验证真实值 your_dataset_path/test/A # 测试参考 your_dataset_path/test/B # 测试真实值

引用

• 论文引用:

  @inproceedings{nguyen2025CPDM, title = {CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach}, author = {Nguyen, Dac Thai and Nguyen, Trung Thanh and Nguyen, Huu Tien and Nguyen, Thanh Trung and Pham, Huy Hieu and Nguyen, Thanh Hung and Truong, Thao Nguyen and Nguyen, Phi Le}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision}, year = {2025}, }