Xian Yang
Orcid: 0000-0002-1496-8923Affiliations:
- University of Manchester, UK
- Hong Kong Baptist University, Department of Computer Science,
- Imperial College London, Data Science Institute, UK
According to our database1,
Xian Yang
authored at least 30 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
Enhancing Drug Recommendations Via Heterogeneous Graph Representation Learning in EHR Networks.
IEEE Trans. Knowl. Data Eng., July, 2024
A Data Dissemination Algorithm Based on Maximization of Causal Path Entropy in Vehicular Ad Hoc Networks.
IEEE Internet Things J., June, 2024
EHR-KnowGen: Knowledge-enhanced multimodal learning for disease diagnosis generation.
Inf. Fusion, February, 2024
Sensors, 2024
Enhancing healthcare decision support through explainable AI models for risk prediction.
Decis. Support Syst., 2024
2023
Neural Networks, November, 2023
Knowl. Based Syst., 2023
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
2022
Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19.
PLoS Comput. Biol., 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records.
Proceedings of the IEEE International Conference on Data Mining, 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
A Bayesian Updating Scheme for Pandemics: Estimating the Infection Dynamics of COVID-19.
IEEE Comput. Intell. Mag., 2020
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020
2019
Proceedings of the World Wide Web Conference, 2019
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
A computational framework for complex disease stratification from multiple large-scale datasets.
BMC Syst. Biol., 2018
2017
Int. J. Autom. Comput., 2017
2015
The critical regularization value: Incorporating spatial smoothness to enhance signal detection in highly noisy fMRI data.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Minimum Partial Correlation: An Accurate and Parameter-Free Measure of Functional Connectivity in fMRI.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
2014
An iterative parameter estimation method for biological systems and its parallel implementation.
Concurr. Comput. Pract. Exp., 2014
Integration of sparse Bayesian learning and random subspace for fMRI Multivariate Pattern Analysis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Balancing the Stability and Predictive Performance for Multivariate Voxel Selection in fMRI Study.
Proceedings of the Brain Informatics and Health - International Conference, 2014
2012
Modelling and performance analysis of clinical pathways using the stochastic process algebra PEPA.
BMC Bioinform., 2012
Developing a novel integrated model of p38 MAPK and glucocorticoid signalling pathways.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012