DiffuST: a latent diffusion model for spatial transcriptomics denoising

Shaoqing Jiao; Dazhi Lu; Xi Zeng; Tao Wang; Yongtian Wang; Yunwei Dong; Jiajie Peng

doi:10.1101/2024.06.19.599672

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DiffuST: a latent diffusion model for spatial transcriptomics denoising

View ORCID ProfileShaoqing Jiao, Dazhi Lu, Xi Zeng, Tao Wang, Yongtian Wang, Yunwei Dong, Jiajie Peng

doi: https://doi.org/10.1101/2024.06.19.599672

Shaoqing Jiao

1School of Software, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an,710129,Shaanxi, China

2AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China

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ORCID record for Shaoqing Jiao

Dazhi Lu

2AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China

3Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology, No.1 Dongxiang Road, Xi’an, China

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Xi Zeng

2AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China

3Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology, No.1 Dongxiang Road, Xi’an, China

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Tao Wang

2AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China

3Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology, No.1 Dongxiang Road, Xi’an, China

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Yongtian Wang

2AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China

3Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology, No.1 Dongxiang Road, Xi’an, China

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Yunwei Dong

1School of Software, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an,710129,Shaanxi, China

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For correspondence: yunweidong@nwpu.edu.cn jiajiepeng@nwpu.edu.cn

Jiajie Peng

2AI for Science Interdisciplinary Research Center, School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China

3*School of Computer Science, Northwestern Polytechnical University, No.1 Dongxiang Road, Xi’an, 710129,Shaanxi, China