2024
Towards Expressive Graph Representations for Graph Neural Networks.
Proceedings of the IEEE International Conference on Data Mining, 2024
2023
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.
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J. Biomed. Informatics, August, 2023
Orthogonal-Moment-Based Attraction Measurement With Ocular Hints in Video-Watching Task.
IEEE Trans. Comput. Soc. Syst., 2023
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources.
CoRR, 2023
Exploring Large Language Models for Knowledge Graph Completion.
CoRR, 2023
2022
Natural language processing to identify lupus nephritis phenotype in electronic health records.
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BMC Medical Informatics Decis. Mak., December, 2022
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays.
IEEE Trans. Medical Imaging, 2022
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks.
J. Biomed. Informatics, 2022
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease.
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CoRR, 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury.
CoRR, 2022
Distribution Preserving Graph Representation Learning.
CoRR, 2022
Graph Convolutional Networks with Dependency Parser towards Multiview Representation Learning for Sentiment Analysis.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Improving Graph Representation Learning with Distribution Preserving.
Proceedings of the IEEE International Conference on Data Mining, 2022
2021
Constrained tensor factorization for computational phenotyping and mortality prediction in patients with cancer.
CoRR, 2021
Natural language processing to identify lupus nephritis phenotype in electronic health records.
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CoRR, 2021
Deep learning for cancer type classification and driver gene identification.
BMC Bioinform., 2021
A Deep Learning Framework Using a Pre-trained BERT Model to Predict the Risk of Progression from Mild Cognitive Impairment to Alzheimer's Disease.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Towards Expressive Graph Representation.
CoRR, 2020
Local probabilistic model for Bayesian classification: A generalized local classification model.
Appl. Soft Comput., 2020
ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling.
Proceedings of the Machine Learning for Healthcare Conference, 2020
A Pre-trained Clinical Language Model for Acute Kidney Injury.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach.
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Proceedings of the AMIA 2020, 2020
2019
Are My EHRs Private Enough? Event-Level Privacy Protection.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks.
BMC Medical Informatics Decis. Mak., 2019
Developing a portable natural language processing based phenotyping system.
BMC Medical Informatics Decis. Mak., 2019
Traditional Chinese medicine clinical records classification with BERT and domain specific corpora.
J. Am. Medical Informatics Assoc., 2019
KG-BERT: BERT for Knowledge Graph Completion.
CoRR, 2019
MedGCN: Graph Convolutional Networks for Multiple Medical Tasks.
CoRR, 2019
Integrating hypertension phenotype and genotype with hybrid non-negative matrix factorization.
Bioinform., 2019
Graph Convolutional Networks for Text Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Feature Selection for Optimized High-Dimensional Biomedical Data Using an Improved Shuffled Frog Leaping Algorithm.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Local Distribution in Neighborhood for Classification.
CoRR, 2018
Cancer classification and pathway discovery using non-negative matrix factorization.
CoRR, 2018
Distribution Networks for Open Set Learning.
CoRR, 2018
Efficient Genomic Interval Queries Using Augmented Range Trees.
CoRR, 2018
Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2015
Nearest Neighbor Method Based on Local Distribution for Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Learning from neighborhood for classification with local distribution characteristics.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
EEG-based biometric identification using local probability centers.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Bayesian classification with local probabilistic model assumption in aiding medical diagnosis.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Feature selection of high-dimensional biomedical data using improved SFLA for disease diagnosis.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2013
A Pervasive Stress Monitoring System Based on Biological Signals.
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013
A Multimodal Emotion-Focused e-health Monitoring Support System.
Proceedings of the Seventh International Conference on Complex, 2013
2010
Improve Affective Learning with EEG Approach.
Comput. Informatics, 2010