Transformers in medical image analysis

Kelei He, Gan Chen, Zhuoyuan Li, +7

Intelligent Medicine

EngineeringMachine LearningDiagnostic ImagingImage AnalysisPattern Recognition +17

Cross-level Feature Aggregation Network for Polyp Segmentation

Tao Zhou, Yi Zhou, Kelei He, +4

Pattern Recognition

Machine VisionMachine LearningData ScienceImage AnalysisPattern Recognition +8

Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images

Xiaoming Liu, Quan Yuan, Yaozong Gao, +5

Pattern Recognition

Image AnalysisEngineeringCovid19 InfectionCt ImagesDigital Pathology +9

Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images

Kelei He, Wei Zhao, Xingzhi Xie, +9

Pattern Recognition

Image AnalysisEngineeringMedical ImagingData ScienceSynergistic Learning +12

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

Kelei He, Xiaohuan Cao, Yinghuan Shi, +3

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologySurgery +19

CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation

Shuai Wang, Kelei He, Dong Nie, +3

Medical Image Analysis

Image AnalysisEngineeringMedical ImagingDiagnostic ImagingMedical Image Computing +9

HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images

Kelei He, Chunfeng Lian, Bing Zhang, +6

IEEE Transactions on Medical Imaging

Artificial IntelligenceGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning +22

Calcium Scoring at Coronary CT Angiography Using Deep Learning

Dan Mu, Junjie Bai, Wenping Chen, +12

Radiology

Deep Learning-Based Classification and Voxel-Based Visualization of Frontotemporal Dementia and Alzheimer’s Disease

Jingjing Hu, Qing Zhao, Renyuan Liu, +7

Frontiers in Neuroscience

Cascaded MultiTask 3-D Fully Convolutional Networks for Pancreas Segmentation

Jie Xue, Kelei He, Dong Nie, +7

IEEE Transactions on Cybernetics

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyBiomedical Engineering +17