Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model

Zhongyi Han, Benzheng Wei, Yuanjie Zheng, +3

Scientific Reports

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

Zhongyi Han, Benzheng Wei, Yanfei Hong, +5

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningChest Ct +21

Spine-GAN: Semantic segmentation of multiple spinal structures

Zhongyi Han, Benzheng Wei, Ashley Mercado, +2

Medical Image Analysis

Machine VisionImage AnalysisMedical ImagingEngineeringGenerative Adversarial Network +7

Deep learning model based breast cancer histopathological image classification

Benzheng Wei, Zhongyi Han, Xueying He, +1

Convolutional Neural NetworkEngineeringMachine LearningBicnn ModelDigital Pathology +16

Exploring Domain-Invariant Parameters for Source Free Domain Adaptation

Fan Wang, Zhongyi Han, Yongshun Gong, +1

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Artificial IntelligenceNatural Language ProcessingSource-free Domain AdaptationLlm Fine-tuningEngineering +13

Unifying neural learning and symbolic reasoning for spinal medical report generation

Zhongyi Han, Benzheng Wei, Xiaoming Xi, +3

Medical Image Analysis

Artificial IntelligenceSymbolic LearningCognitive ScienceSpinal Cord InjuryEngineering +10

Learning Transferable Parameters for Unsupervised Domain Adaptation

Zhongyi Han, Haoliang Sun, Yilong Yin

IEEE Transactions on Image Processing

Artificial IntelligenceTarget DomainEngineeringMachine LearningData Science +13

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

Tianyang Li, Zhongyi Han, Benzheng Wei, +3

arXiv (Cornell University)

Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningAssisted Screening +24

Safe-Student for Safe Deep Semi-Supervised Learning with Unseen-Class Unlabeled Data

Rundong He, Zhongyi Han, Xiankai Lu, +1

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Artificial IntelligenceEngineeringMachine LearningSafe Ssl MethodZero-shot Learning +18

Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning

Zhongyi Han, Benzheng Wei, Stephanie Leung, +3

Neuroinformatics

Spine CareLumbar SpineMedical ImagingDiagnosisRehabilitation +4