Xin Shu

Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification

Xin Shu, Lei Zhang, Zizhou Wang et al. · IEEE Transactions on Medical Imaging · 2020 · 165 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +20

Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification

Lituan Wang, Lei Zhang, Xin Shu et al. · Medical Image Analysis · 2023 · 39 citations

Dermoscopic Image, Data Classification, Classification Method +13

Feature memory-based deep recurrent neural network for language modeling

Hongli Deng, Lei Zhang, Xin Shu · Applied Soft Computing · 2018 · 30 citations

Natural Language Processing, Sequence Modelling, Engineering +7

An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature

Zizhou Wang, Lei Zhang, Xin Shu et al. · IEEE Transactions on Cognitive and Developmental Systems · 2020 · 28 citations

Multiple Instance Learning, Engineering, Diagnosis +21

Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection

Yan Wang, Lei Zhang, Xin Shu et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2021 · 23 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +20