Yingying Zhang

Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection

Jinlei Hou, Yingying Zhang, Qiaoyong Zhong et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 171 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +21

Fetal Congenital Heart Disease Echocardiogram Screening Based on DGACNN: Adversarial One-Class Classification Combined with Video Transfer Learning

Yuxin Gong, Yingying Zhang, Haogang Zhu et al. · IEEE Transactions on Medical Imaging · 2019 · 88 citations

Convolutional Neural Network, Engineering, Machine Learning +24

Multi-head enhanced self-attention network for novelty detection

Yingying Zhang, Yuxin Gong, Haogang Zhu et al. · Pattern Recognition · 2020 · 33 citations · Full text

Multiple Instance Learning, Anomaly Detection, Machine Learning +19

Segmentation of Five Components in Four Chamber View of Fetal Echocardiography

Tingyang Yang, Jiancheng Han, Haogang Zhu et al. · 2020 · 17 citations

Medical Ultrasound, Multiple Instance Learning, Engineering +24

Diagnosis of fetal total anomalous pulmonary venous connection based on the post‐left atrium space ratio using artificial intelligence

Xin Wang, Tingyang Yang, Yingying Zhang et al. · Prenatal Diagnosis · 2022 · 15 citations