GAN-Based Semi-Supervised Learning Approach for Clinical Decision Support in Health-IoT Platform

Yun Yang, Fengtao Nan, Po Yang, +4

IEEE Access

EngineeringMachine LearningImbalanced Labeled ClassesData ScienceInternet Of Things +14

Text Features Extraction based on TF-IDF Associating Semantic

Qing Liu, Jing Wang, Dehai Zhang, +2

EngineeringWord VectorText Feature ExtractionText Features ExtractionSemantic Web +16

Knowledge Graph-Based Image Classification Refinement

Dehai Zhang, Menglong Cui, Yun Yang, +5

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationImage Database +14

Citywide Cellular Traffic Prediction Based on a Hybrid Spatiotemporal Network

Dehai Zhang, Linan Liu, Cheng Xie, +2

Algorithms

Convolutional Neural NetworkEngineeringMachine LearningConvolution ModelRecurrent Neural Network +14

COVID-GATNet: A Deep Learning Framework for Screening of COVID-19 from Chest X-Ray Images

Junfeng Li, Dehai Zhang, Qing Liu, +2

Graph Attention NetworkEngineeringMachine LearningDiagnosisDisease Detection +17

Neighborhood Aggregation Collaborative Filtering Based on Knowledge Graph

Dehai Zhang, Linan Liu, Qi Wei, +3

Applied Sciences

Group RecommendersNetwork ScienceGraph TheoryData ScienceData Mining +13

Using Multi-Scale Convolutional Neural Network Based on Multi-Instance Learning to Predict the Efficacy of Neoadjuvant Chemoradiotherapy for Rectal Cancer

Dehai Zhang, Yongchun Duan, Jing Guo, +6

IEEE Journal of Translational Engineering in Health and Medicine

Improving Medical X-ray Report Generation by Using Knowledge Graph

Dehai Zhang, Anquan Ren, Jiashu Liang, +3

Applied Sciences

EngineeringMachine LearningKnowledge ExtractionText MiningRepresentation Learning +20

Peneciraistin C induces caspase‐independent autophagic cell death through mitochondrial‐derived reactive oxygen species production in lung cancer cells

Xiaohong Pan, Desheng Liu, Juan Wang, +5

Cancer Science

MitophagyLipid PeroxidationApoptosisPathologyCell Death +15

A Similarity-Oriented RDF Graph Matching Algorithm for Ranking Linked Data

Dehai Zhang, Tianlong Song, Jun He, +2

Ontology MatchingEngineeringSemantic SearchGraph DatabaseSemantic Web Data +19