Yin Zhang

Orcid: 0000-0003-2522-0969

Affiliations:
  • Beijing Institute of Health Administration and Medical Information, China
  • Academy of Military Medical Sciences, Institute of Health Service and Medical Information, Beijing, China (former)


According to our database1, Yin Zhang authored at least 35 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Predicting Protein Functions Based on Heterogeneous Graph Attention Technique.
IEEE J. Biomed. Health Informatics, April, 2024

2023
Improving Protein Function Prediction by Adaptively Fusing Information From Protein Sequences and Biomedical Literature.
IEEE J. Biomed. Health Informatics, February, 2023

Joint Biomedical Entity and Relation Extraction with Unified Interaction Maps.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Joint Biomedical Entity and Relation Extraction Based on Triple Region Vertices.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
MRC4BioER: Joint extraction of biomedical entities and relations in the machine reading comprehension framework.
J. Biomed. Informatics, 2022

Adaptive Multi-view Graph Convolutional Network for Gene Ontology Annotations of Proteins.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

BioNER-CFEM: Biomedical Named Entity Recognition Based on Character Feature Enhancement with Multimodal Method.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Lexicon Knowledge Boosted Interaction Graph Network for Adverse Drug Reaction Recognition From Social Media.
IEEE J. Biomed. Health Informatics, 2021

Biomedical named entity recognition using BERT in the machine reading comprehension framework.
J. Biomed. Informatics, 2021

Deep learning with language models improves named entity recognition for PharmaCoNER.
BMC Bioinform., 2021

SGAT: a Self-supervised Graph Attention Network for Biomedical Relation Extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
KGHC: a knowledge graph for hepatocellular carcinoma.
BMC Medical Informatics Decis. Mak., 2020

Attention guided capsule networks for chemical-protein interaction extraction.
J. Biomed. Informatics, 2020

A neural network-based joint learning approach for biomedical entity and relation extraction from biomedical literature.
J. Biomed. Informatics, 2020

Chemical-protein interaction extraction via Gaussian probability distribution and external biomedical knowledge.
Bioinform., 2020

Star-BiLSTM-LAN for Document-level Mutation-Disease Relation Extraction from Biomedical Literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Extracting biomedical relations via a multi-head attention based graph convolutional network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Chemical-protein interaction extraction from biomedical literature: a hierarchical recurrent convolutional neural network method.
Int. J. Data Min. Bioinform., 2019

KeSACNN: a protein-protein interaction article classification approach based on deep neural network.
Int. J. Data Min. Bioinform., 2019

A Deep Learning Approach With Deep Contextualized Word Representations for Chemical-Protein Interaction Extraction From Biomedical Literature.
IEEE Access, 2019

2018
A neural network approach to chemical and gene/protein entity recognition in patents.
J. Cheminformatics, 2018

Identifying protein complexes based on node embeddings obtained from protein-protein interaction networks.
BMC Bioinform., 2018

An attention-based BiLSTM-CRF approach to document-level chemical named entity recognition.
Bioinform., 2018

Hierarchical Recurrent Convolutional Neural Network for Chemical-protein Relation Extraction from Biomedical Literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A Knowledge Graph based Bidirectional Recurrent Neural Network Method for Literature-based Discovery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Protein-Protein Interaction Article Classification: A Knowledge-enriched Self-Attention Convolutional Neural Network Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

PC-SENE: A node embedding based method for protein complex detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

HMNPPID: A Database of Protein-protein Interactions Associated with Human Malignant Neoplasms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A multi-task learning based approach to biomedical entity relation extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Constructing an integrated gene similarity network for the identification of disease genes.
J. Biomed. Semant., 2017

2016
Disease-specific protein complex detection in the human protein interaction network with a supervised learning method.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

ML-CNN: A novel deep learning based disease named entity recognition architecture.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Reconstructing gene regulatory network based on candidate auto selection method.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

CIDExtractor: A chemical-induced disease relation extraction system for biomedical literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Epistasis detection using a permutation-based Gradient Boosting Machine.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016


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