Area of research
Artificial Intelligence · Public Health, Environmental and Occupational Health
Research interest
Research interests include Privacy-Preserving Technologies in Data, Cryptography and Data Security, Ethics in Clinical Research, and Machine Learning in Healthcare.
Harmonizing Global and Local Class Imbalance for Federated Learning
Federated Subgraph Learning via Global-Knowledge-Guided Node Generation.
FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation
C5a-C5aR1 axis controls mitochondrial fission to promote podocyte injury in lupus nephritis
Mentha haplocalyx Briq. (Mint): a comprehensive review on the botany, traditional uses, nutritional value, phytochemistry, health benefits, and applications
RETRACTED: Circular RNA 14580 promotes papillary thyroid cancer progression by interacting with CTSW/fibrosis singling pathway
ATOH8 binds SMAD3 to induce cellular senescence and prevent Ras-driven malignant transformation
Synaptotagmin‐7 mediates cardiac hypertrophy by targeting autophagy
A novel privacy-preserving federated genome-wide association study framework and its application in identifying potential risk variants in ankylosing spondylitis.
Data Sharing and Privacy in Pharmaceutical Studies
Cloud-Based System for Effective Surveillance and Control of COVID-19: Useful Experiences From Hubei, China.
Privacy-preserving construction of generalized linear mixed model for biomedical computation
Big Data Privacy in Biomedical Research.
Evaluation of Privacy Risks of Patients' Data in China: Case Study.
Chemical constituents and chemotaxonomic study of Glycyrrhiza glabra L
Cloud-Based System for Effective Surveillance and Control of COVID-19: Useful Experiences From Hubei, China (Preprint)
SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis
Privacy Policy and Technology in Biomedical Data Science
Registered access: authorizing data access
Privacy-preserving techniques of genomic data—a survey
WPS: A Workload-Aware Placement Scheme for Erasure-Coded In-Memory Stores
Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks
Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States
A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences
Protecting genomic data analytics in the cloud: state of the art and opportunities
WebDISCO: a web service for distributed cox model learning without patient-level data sharing
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS