Semi-supervised segmentation of lesion from breast ultrasound images with attentional generative adversarial network

Luyi Han, Yunzhi Huang, Haoran Dou, +6

Computer Methods and Programs in Biomedicine

Semi-supervised SegmentationImage AnalysisMachine LearningMedical ImagingEngineering +13

Two-stage CNNs for computerized BI-RADS categorization in breast ultrasound images

Yunzhi Huang, Luyi Han, Haoran Dou, +5

BioMedical Engineering OnLine

Predicting breast cancer types on and beyond molecular level in a multi-modal fashion

Tianyu Zhang, Tao Tan, Luyi Han, +10

npj Breast Cancer

An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer

Yuan Gao, Sofía Ventura‐Díaz, Xin Wang, +16

Nature Communications

Four‐Dimensional Machine Learning Radiomics for the Pretreatment Assessment of Breast Cancer Pathologic Complete Response to Neoadjuvant Chemotherapy in Dynamic <scp>Contrast‐Enhanced MRI</scp>

Marco Caballo, Wendelien B. G. Sanderink, Luyi Han, +3

Journal of Magnetic Resonance Imaging

Radiomics and artificial intelligence in breast imaging: a survey

Tianyu Zhang, Tao Tan, Riccardo Samperna, +7

Artificial Intelligence Review

Artificial IntelligenceEngineeringMedical ImagingBiomedical ImagingBreast Imaging +6

Synthesis-based imaging-differentiation representation learning for multi-sequence 3D/4D MRI

Luyi Han, Tao Tan, Tianyu Zhang, +5

Medical Image Analysis

Synthesis-based Imaging-differentiation RepresentationEngineeringNeuroimaging ModalityMedical ImagingBiomedical Imaging +7

RadioLOGIC, a healthcare model for processing electronic health records and decision-making in breast disease

Tianyu Zhang, Tao Tan, Xin Wang, +9

Cell Reports Medicine

Healthcare ModelMachine LearningEngineeringDiagnosisDisease Classification +19

GAN-based disentanglement learning for chest X-ray rib suppression

Luyi Han, Yuanyuan Lyu, Cheng Peng, +1

Medical Image Analysis

Image AnalysisMachine LearningDeep LearningMedical ImagingEngineering +8

Biomedical image analysis competitions: The state of current participation practice

Matthias Eisenmann, Annika Reinke, Vivienn Weru, +351

arXiv (Cornell University)

Artificial IntelligenceInternational Benchmarking CompetitionsEngineeringMachine LearningMachine Learning Tool +25