Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

Zizhao Zhang, Pingjun Chen, Mason McGough, +15

Nature Machine Intelligence

EngineeringMachine LearningWhole-slide ImagingMedical ImagingDigital Pathology +5

Fully automatic knee osteoarthritis severity grading using deep neural networks with a novel ordinal loss

Pingjun Chen, Linlin Gao, Xiaoshuang Shi, +2

Computerized Medical Imaging and Graphics

Deep Neural NetworksEngineeringMachine LearningData ScienceMusculoskeletal Imaging +5

Efficient and robust cell detection: A structured regression approach

Yuanpu Xie, Fuyong Xing, Xiaoshuang Shi, +3

Medical Image Analysis

Machine VisionImage AnalysisEngineeringMicroscope Image ProcessingPattern Recognition +7

Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering

Jie Xu, Chao Li, Liang Peng, +4

IEEE Transactions on Image Processing

Face recognition by sparse discriminant analysis via joint L2,1-norm minimization

Xiaoshuang Shi, Yujiu Yang, Zhenhua Guo, +1

Pattern Recognition

Face DetectionSparse RepresentationImage AnalysisEngineeringFacial Recognition System +6

Simple Unsupervised Graph Representation Learning

Yujie Mo, Liang Peng, Jie Xu, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Geometric LearningGraph Representation LearningMachine LearningEngineeringAnchor Embeddings +16

Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity

Jie Xu, Chao Li, Yazhou Ren, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Geometric LearningEngineeringMachine LearningPrevious Imvc MethodsImage Analysis +14

Pairwise based deep ranking hashing for histopathology image classification and retrieval

Xiaoshuang Shi, Manish Sapkota, Fuyong Xing, +3

Pattern Recognition

Image AnalysisInformation RetrievalData ScienceData MiningImage Retrieval +11

Loss-Based Attention for Deep Multiple Instance Learning

Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkMultiple Instance LearningMachine VisionMachine LearningData Science +12

A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction

Xiaoshuang Shi, Zhenhua Guo, Zhihui Lai, +3

IEEE Transactions on Image Processing