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Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences: Shenzhen, CN

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Yunpeng Cai

Works (10)

A transferability-guided protein-ligand interaction prediction method

Methods
2025-03 | Journal article
Contributors: Weihong Zhang; Fan Hu; Peng Yin; Yunpeng Cai
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Machine-learning-based prediction of cardiovascular events for hyperlipidemia population with lipid variability and remnant cholesterol as biomarkers

Health Information Science and Systems
2024-11-11 | Journal article
Contributors: Zhenzhen Du; Shuang Wang; Ouzhou Yang; Juan He; Yujie Yang; Jing Zheng; Honglei Zhao; Yunpeng Cai
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Crossref

HybAVPnet: A Novel Hybrid Network Architecture for Antiviral Peptides Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2024-09 | Journal article
Contributors: Ruiquan Ge; Yixiao Xia; Minchao Jiang; Gangyong Jia; Xiaoyang Jing; Ye Li; Yunpeng Cai
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Crossref

Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study

JMIR Medical Informatics
2021-11-10 | Journal article
Contributors: Yujie Yang; Jing Zheng; Zhenzhen Du; Ye Li; Yunpeng Cai
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Crossref

Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data

Big Data Research
2021-07 | Journal article
Contributors: Yujie Yang; Ye Li; Runge Chen; Jing Zheng; Yunpeng Cai; Giancarlo Fortino
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Crossref

Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study (Preprint)

2021-05-08 | Preprint
Contributors: Yujie Yang; Jing Zheng; Zhenzhen Du; Ye Li; Yunpeng Cai
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Crossref

Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation

JMIR Medical Informatics
2020-07-06 | Journal article
Contributors: Zhenzhen Du; Yujie Yang; Jing Zheng; Qi Li; Denan Lin; Ye Li; Jianping Fan; Wen Cheng; Xie-Hui Chen; Yunpeng Cai
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Crossref

Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation (Preprint)

2019-11-29 | Preprint
Contributors: Zhenzhen Du; Yujie Yang; Jing Zheng; Qi Li; Denan Lin; Ye Li; Jianping Fan; Wen Cheng; Xie-Hui Chen; Yunpeng Cai
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Crossref

A parallel computational framework for ultra-large-scale sequence clustering analysis

Bioinformatics
2019-02-01 | Journal article
Contributors: Wei Zheng; Qi Mao; Robert J Genco; Jean Wactawski-Wende; Michael Buck; Yunpeng Cai; Yijun Sun; Inanc Birol
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Crossref

ESPRIT-Forest: Parallel clustering of massive amplicon sequence data in subquadratic time

PLOS Computational Biology
2017-04-24 | Journal article
Contributors: Yunpeng Cai; Paul P Gardner; Wei Zheng; Jin Yao; Yujie Yang; Volker Mai; Qi Mao; Yijun Sun
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Peer review (1 review for 1 publication/grant)

Review activity for Pattern recognition. (1)