Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma

Zeju Li, Yuanyuan Wang, Jinhua Yu, +2

Scientific Reports

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

Qi Dou, Tiffany Y. So, Meirui Jiang, +18

npj Digital Medicine

Noninvasive IDH1 mutation estimation based on a quantitative radiomics approach for grade II glioma

Jinhua Yu, Zhifeng Shi, Yuxi Lian, +6

European Radiology

Tumor BiologyNeuro-oncologyOncologyEngineeringSomatic Variant +13

Enhancing MR image segmentation with realistic adversarial data augmentation

Chen Chen, Chen Qin, Cheng Ouyang, +7

Medical Image Analysis

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningMr Image Segmentation +18

High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors

Li Han, Hu Han, Zeju Li, +4

IEEE Transactions on Medical Imaging

Computed TomographyImage ReconstructionEngineeringMachine LearningOrthopaedic Surgery +18

DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution

Zeju Li, Jinhu Yu, Yuanyuan Wang, +3

IEEE Transactions on Cybernetics

Convolutional Neural NetworkBrain Volume SegmentationEngineeringAutoencodersBrain Mapping +23

Low-Grade Glioma Segmentation Based on CNN with Fully Connected CRF

Zeju Li, Yuanyuan Wang, Jinhua Yu, +4

Journal of Healthcare Engineering

EngineeringGliomaDiagnostic ImagingMagnetic Resonance ImagingLow-grade Glioma Segmentation +16

A novel image signature-based radiomics method to achieve precise diagnosis and prognostic stratification of gliomas

Huigao Luo, Qiyuan Zhuang, Yuanyuan Wang, +13

Laboratory Investigation

SemProtector: A Unified Framework for Semantic Protection in Deep Learning-based Semantic Communication Systems

Xinghan Liu, Guoshun Nan, Qimei Cui, +6

IEEE Communications Magazine

Early identification of ischemic stroke in noncontrast computed tomography

Guoqing Wu, Jixian Lin, Xi Chen, +3

Biomedical Signal Processing and Control

Ischemic StrokeMedicineStroke-related ConditionCerebrovascular DiseaseNeuroimaging +7