Search Results for author: Jinxi Xiang

Found 3 papers, 0 papers with code

Pan-cancer computational histopathology reveals tumor mutational burden status through weakly-supervised deep learning

no code implementations7 Apr 2022 Siteng Chen, Jinxi Xiang, Xiyue Wang, Jun Zhang, Sen yang, Junzhou Huang, Wei Yang, Junhua Zheng, Xiao Han

In comparison with the state-of-the-art TMB prediction model from previous publications, our multiscale model achieved better performance over previously reported models.

whole slide images

Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation

no code implementations27 May 2021 Jinxi Xiang, Zhuowei Li, Wenji Wang, Qing Xia, Shaoting Zhang

In this paper, we aim to boost the performance of semi-supervised learning for medical image segmentation with limited labels using a self-ensembling contrastive learning technique.

Contrastive Learning online learning +2

MMV-Net: A Multiple Measurement Vector Network for Multi-frequency Electrical Impedance Tomography

no code implementations26 May 2021 Zhou Chen, Jinxi Xiang, Pierre Bagnaninchi, Yunjie Yang

Deep learning has been extensively applied in solving the EIT inverse problem in biomedical and industrial process imaging.

Image Reconstruction

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