Deep learning architectures for multi-label classification of intelligent health risk prediction

Andrew Maxwell, Runzhi Li, Bei Yang, +6

BMC Bioinformatics

Structure–activity relationship-based chemical classification of highly imbalanced Tox21 datasets

Gabriel Idakwo, Sundar Thangapandian, Joseph Luttrell, +7

Journal of Cheminformatics

Protein secondary structure prediction improved by recurrent neural networks integrated with two-dimensional convolutional neural networks

Yanbu Guo, Bingyi Wang, Weihua Li, +1

Journal of Bioinformatics and Computational Biology

Convolutional Neural NetworkEngineeringMachine LearningStructural BioinformaticsBiomolecular Structure Prediction +17

Topic2Labels: A framework to annotate and classify the social media data through LDA topics and deep learning models for crisis response

Junaid Abdul Wahid, Lei Shi, Yufei Gao, +6

Expert Systems with Applications

Natural Language ProcessingComputational Social ScienceSocial MediaMachine LearningData Science +13

MICRAT: a novel algorithm for inferring gene regulatory networks using time series gene expression data

Bei Yang, Yaohui Xu, Andrew Maxwell, +3

BMC Systems Biology

EngineeringMaximal Information CoefficientGene Regulatory NetworkGene Expression ProfilingTranscriptional Regulation +17

Prediction of Coronary Artery Stenosis at Rest in Patients With Normal Left Ventricular Wall Motion

Bei Yang, Masao Daimon, Katsuhisa Ishii, +8

International Heart Journal

Heart FailureMultimodalityDiastolic FunctionCoronary Artery DiseaseCoronary Artery Stenosis +20

A deep transfer learning approach to fine-tuning facial recognition models

Joseph Luttrell, Zhaoxian Zhou, Yuanyuan Zhang, +4

EngineeringMachine LearningDeep Transfer LearningBiometricsFace Detection +15

Using Sketch Engine to Investigate Synonymous Verbs

Chunyu Hu, Bei Yang

International Journal of English Linguistics

EngineeringSoftware Sketch EngineLexical SemanticsSemanticsCorpus Linguistics +17

Topic2features: a novel framework to classify noisy and sparse textual data using LDA topic distributions

Junaid Abdul Wahid, Lei Shi, Yufei Gao, +4

PeerJ Computer Science

Study on the inter-subspecies nuclear transfer of river buffalo somatic cell nuclei into swamp buffalo oocyte cytoplasm

Chunyan Yang, Runrong Li, Chaoyou Pang, +8

Animal Reproduction Science

BiologyOocyteAnimal ReproductionCell DivisionSomatic Cell Genetics +5