Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains

Autor: Liu, Xuan, Xie, Yaoqin, Diao, Songhui, Tan, Shan, Liang, Xiaokun

During the process of computed tomography (CT), metallic implants often cause disruptive artifacts in the reconstructed images, impeding accurate diagnosis. Several supervised deep learning-based approaches have been proposed for reducing metal artif

Externí odkaz: http://arxiv.org/abs/2308.16742

Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation

Autor: Zheng, Boyun, Zhang, Ranran, Diao, Songhui, Zhu, Jingke, Yuan, Yixuan, Cai, Jing, Shao, Liang, Li, Shuo, Qin, Wenjian

Publikováno v: In Medical Image Analysis October 2024 97

Self-supervised multi-magnification feature enhancement for segmentation of hepatocellular carcinoma region in pathological images

Autor: Diao, Songhui, Liu, Xiang, Liu, Xuan, Zheng, Boyun, He, Jiahui, Xie, Yaoqin, Qin, Wenjian

Publikováno v: In Engineering Applications of Artificial Intelligence July 2024 133 Part D

Automated Cellular-Level Dual Global Fusion of Whole-Slide Imaging for Lung Adenocarcinoma Prognosis.

Autor: Diao, Songhui^1,2,3 (AUTHOR), Chen, Pingjun³ (AUTHOR), Showkatian, Eman³ (AUTHOR), Bandyopadhyay, Rukhmini³ (AUTHOR), Rojas, Frank R.⁴ (AUTHOR), Zhu, Bo⁵ (AUTHOR), Hong, Lingzhi^3,5 (AUTHOR), Aminu, Muhammad³ (AUTHOR), Saad, Maliazurina B.³ (AUTHOR), Salehjahromi, Morteza³ (AUTHOR), Muneer, Amgad³ (AUTHOR), Sujit, Sheeba J.³ (AUTHOR), Behrens, Carmen⁵ (AUTHOR), Gibbons, Don L.⁵ (AUTHOR), Heymach, John V.⁵ (AUTHOR), Kalhor, Neda⁶ (AUTHOR), Wistuba, Ignacio I.⁴ (AUTHOR), Solis Soto, Luisa M.⁴ (AUTHOR), Zhang, Jianjun^5,7 (AUTHOR), Qin, Wenjian¹ (AUTHOR) wj.qin@siat.ac.cn

Publikováno v: Cancers. Oct2023, Vol. 15 Issue 19, p4824. 14p.

Weakly Supervised Framework for Cancer Region Detection of Hepatocellular Carcinoma in Whole-Slide Pathologic Images Based on Multiscale Attention Convolutional Neural Network

Autor: Diao, Songhui, Tian, Yinli, Hu, Wanming, Hou, Jiaxin, Lambo, Ricardo, Zhang, Zhicheng, Xie, Yaoqin, Nie, Xiu, Zhang, Fa, Racoceanu, Daniel, Qin, Wenjian

Publikováno v: In The American Journal of Pathology March 2022 192(3):553-563