3 citations · 5 across the 6 of their papers we have counts for
6 papers
Consisaug: A Consistency-based Augmentation for Polyp Detection in Endoscopy Image Analysis
Ziyu Zhou, Wenyuan Shen, Chang Liu
Colorectal cancer (CRC), which frequently originates from initially benign polyps, remains a significant contributor to global cancer-related mortality. Early and accurate detectio…
An Interpretable Cross-Attentive Multi-modal MRI Fusion Framework for Schizophrenia Diagnosis
Ziyu Zhou, Anton Orlichenko, Gang Qu +4
Both functional and structural magnetic resonance imaging (fMRI and sMRI) are widely used for the diagnosis of mental disorder. However, combining complementary information from th…
CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image Generation
Zihao Wang, Yiming Huang, Ziyu Zhou
Image generation tasks are traditionally undertaken using Convolutional Neural Networks (CNN) or Transformer architectures for feature aggregating and dispatching. Despite the freq…
Angle Basis: a Generative Model and Decomposition for Functional Connectivity
Anton Orlichenko, Gang Qu, Ziyu Zhou +2
Functional connectivity (FC) is one of the most common inputs to fMRI-based predictive models, due to a combination of its simplicity and robustness. However, there may be a lack o…
Efficient and Robust Time-Optimal Trajectory Planning and Control for Agile Quadrotor Flight
Ziyu Zhou, Gang Wang, Jian Sun +2
Agile quadrotor flight relies on rapidly planning and accurately tracking time-optimal trajectories, a technology critical to their application in the wild. However, the computatio…
Coarse Retinal Lesion Annotations Refinement via Prototypical Learning
Qinji Yu, Kang Dang, Ziyu Zhou +2
Deep-learning-based approaches for retinal lesion segmentation often require an abundant amount of precise pixel-wise annotated data. However, coarse annotations such as circles or…