DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image
Pyramids for Cancer Prognosis

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DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis

Expert systems with applications (ESWA), 2022

12 June 2022

Pei Liu

Luping Ji

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Papers citing "DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis"

8 / 8 papers shown

Title
Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image Yonghuang Wu Xuan Xie Xinyuan Niu Chengqian Zhao Jinhua Yu 201 0 0 18 Nov 2024
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational PathologyInternational Conference on Learning Representations (ICLR), 2024 Pei Liu Luping Ji Jiaxiang Gou Bo Fu Mao Ye 434 8 0 14 Sep 2024
M2EF-NNs: Multimodal Multi-instance Evidence Fusion Neural Networks for Cancer Survival Prediction Hui Luo Jiashuang Huang Hengrong Ju Tianyi Zhou Weiping Ding 122 1 0 08 Aug 2024
cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process Yihang Chen Tsai Hor Chan Guosheng Yin Yuming Jiang Lequan Yu 177 5 0 16 Jul 2024
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images Saul Fuster Farbod Khoraminia Julio Silva-Rodríguez Umay Kiraz Geert J.L.H. Leenders T. Eftestøl Valery Naranjo Emiel A. M. Janssen T. Zuiverloon K. Engan MedIm 113 0 0 24 May 2024
Multi-scale Efficient Graph-Transformer for Whole Slide Image ClassificationIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Saisai Ding Juncheng Li Jun Wang Shihui Ying Jun Shi ViT MedIm 149 18 0 25 May 2023
ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification Rui Yang Pei Liu Luping Ji VLM DiffM 113 14 0 13 Apr 2023
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images Pei Liu Luping Ji Feng Ye Bo Fu 100 48 0 13 Dec 2022