3 citations · 7 across the 4 of their papers we have counts for
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cs.CV2024★ 3 cited
PathInsight: Instruction Tuning of Multimodal Datasets and Models for Intelligence Assisted Diagnosis in Histopathology
Xiaomin Wu, Rui Xu, Pengchen Wei +4
Pathological diagnosis remains the definitive standard for identifying tumors. The rise of multimodal large models has simplified the process of integrating image analysis with tex…
cs.CV2023★ 1 cited
SCAAT: Improving Neural Network Interpretability via Saliency Constrained Adaptive Adversarial Training
Rui Xu, Wenkang Qin, Peixiang Huang +2
Deep Neural Networks (DNNs) are expected to provide explanation for users to understand their black-box predictions. Saliency map is a common form of explanation illustrating the h…
cs.CV2023★ 3 cited
What a Whole Slide Image Can Tell? Subtype-guided Masked Transformer for Pathological Image Captioning
Wenkang Qin, Rui Xu, Peixiang Huang +3
Pathological captioning of Whole Slide Images (WSIs), though is essential in computer-aided pathological diagnosis, has rarely been studied due to the limitations in datasets and m…