Yanfei Hong

Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning

Zhongyi Han, Benzheng Wei, Yanfei Hong et al. · IEEE Transactions on Medical Imaging · 2020 · 333 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +23

SHA-MTL: soft and hard attention multi-task learning for automated breast cancer ultrasound image segmentation and classification

Guisheng Zhang, Zhao Ke-hui, Yanfei Hong et al. · International Journal of Computer Assisted Radiology and Surgery · 2021 · 77 citations

Image Analysis, Machine Learning, Data Science +14

Robust Screening of COVID-19 from Chest X-ray via Discriminative Cost-Sensitive Learning

Tianyang Li, Zhongyi Han, Benzheng Wei et al. · arXiv (Cornell University) · 2020 · 48 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +26

MMCL-Net: Spinal disease diagnosis in global mode using progressive multi-task joint learning

Yanfei Hong, Benzheng Wei, Zhongyi Han et al. · Neurocomputing · 2020 · 23 citations

Global Mode, Neuroimaging Biomarkers, Spinal Cord Injury +11

Direct estimation of left ventricular ejection fraction via a cardiac cycle feature learning architecture

Tianyang Li, Benzheng Wei, Jinyu Cong et al. · Computers in Biology and Medicine · 2020 · 16 citations

Heart Failure, Engineering, Machine Learning +11