Search Results for author: Shuyang Zhang

Found 5 papers, 2 papers with code

RareBench: Can LLMs Serve as Rare Diseases Specialists?

1 code implementation9 Feb 2024 Xuanzhong Chen, Xiaohao Mao, Qihan Guo, Lun Wang, Shuyang Zhang, Ting Chen

Meanwhile, we have compiled the largest open-source dataset on rare disease patients, establishing a benchmark for future studies in this domain.

Medical Diagnosis

CANAMRF: An Attention-Based Model for Multimodal Depression Detection

no code implementations4 Jan 2024 Yuntao Wei, Yuzhe Zhang, Shuyang Zhang, Hong Zhang

Multimodal depression detection is an important research topic that aims to predict human mental states using multimodal data.

Depression Detection

Directed Acyclic Graph Structure Learning from Dynamic Graphs

1 code implementation30 Nov 2022 Shaohua Fan, Shuyang Zhang, Xiao Wang, Chuan Shi

In a dynamic graph, we propose to simultaneously estimate contemporaneous relationships and time-lagged interaction relationships between the node features.

Graph structure learning

Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation

no code implementations27 May 2020 Jingyang Zhang, Guotai Wang, Hongzhi Xie, Shuyang Zhang, Ning Huang, Shaoting Zhang, Lixu Gu

The segmentation of coronary arteries in X-ray angiograms by convolutional neural networks (CNNs) is promising yet limited by the requirement of precisely annotating all pixels in a large number of training images, which is extremely labor-intensive especially for complex coronary trees.

Weakly-supervised Learning

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