Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records

Huang Li, Andrew Shea, Huining Qian, +3

Journal of Biomedical Informatics

Healthcare IntegrationEngineeringMachine LearningData ScienceData Mining +10

MDHGI: Matrix Decomposition and Heterogeneous Graph Inference for miRNA-disease association prediction

Xing Chen, Jun Yin, Jia Qu, +1

PLoS Computational Biology

EngineeringLink PredictionData ScienceData MiningBiostatistics +16

Photodynamic therapy for hypoxic tumors: Advances and perspectives

Huang Li, Shaojing Zhao, Jiasheng Wu, +6

Coordination Chemistry Reviews

PhotochemistryPhotodynamic TherapyPhototoxicityRadiation OncologyHealth Sciences

Advances and perspectives in organic sonosensitizers for sonodynamic therapy

Xuejian Xing, Shaojing Zhao, Ting Xu, +6

Coordination Chemistry Reviews

Pharmaceutical ScienceSonochemistryOrganic SonosensitizersOrganic ChemistryPharmacology

EGBMMDA: Extreme Gradient Boosting Machine for MiRNA-Disease Association prediction

Xing Chen, Huang Li, Di Xie, +1

Cell Death and Disease

LRSSLMDA: Laplacian Regularized Sparse Subspace Learning for MiRNA-Disease Association prediction

Xing Chen, Huang Li

PLoS Computational Biology

EngineeringMachine LearningData ScienceData MiningPattern Recognition +18

Recent advances and prospects of carbon dots in phototherapy

Baoling Li, Shaojing Zhao, Huang Li, +3

Chemical Engineering Journal

NanomedicinePhotochemistryPhotodynamic TherapyPhototoxicityCarbon Dots +2

Lysosome-targetable carbon dots for highly efficient photothermal/photodynamic synergistic cancer therapy and photoacoustic/two-photon excited fluorescence imaging

Shaojing Zhao, Shuilin Wu, Qingyan Jia, +4

Chemical Engineering Journal

NanomedicineEngineeringTherapeutic NanomaterialsPhotodynamic TherapyLysosome-targetable Carbon Dots +6

The role of surface chemistry in determining in vivo biodistribution and toxicity of CdSe/ZnS core–shell quantum dots

Yuan Tang, Songling Han, Hongmei Liu, +4

Biomaterials

NanomedicineChemical EngineeringEngineeringNanomaterialsNanotechnology +7

LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data

Huang Li, Yifeng Yin, Zeng Fu, +3

PLoS ONE

Artificial IntelligenceLoss-based AdaboostEngineeringMachine LearningMachine Learning Tool +15