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YinYin Cao on Muck Rack

YinYin Cao

As seen in: Nature, Wiley Online Library, MDPI, Canadian Journal of Infectious Diseases & Medical Microbiology, Emerald Publishing, Journal of Managerial Psychology, International Journal of Operations and Production Management
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Articles

MembraneBERT: a domain-tailored NLP model for membrane-based gas separation data extraction

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By YinYin Cao, Yihong Jiang, Yuhan Yang, Zhongyi Jiang
| Nature Verified
Abstract Membrane-based separation is a critical technology for energy and environmental processes, positioning it at the forefront of materials science research. To facilitate the data-driven advances in this field, we developed an integrated natural language processing pipeline including a domain-tailored transformer model for literature mining. One major challenge is data imbalance which biases the model toward majority classes and leads to overfitting on dominant patterns.
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Utilization of artificial intelligence in echocardiographic imaging for congenital heart disease: a narrative review

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By YinYin Cao, Xiaofang Zhong, Jian Li
| pm.amegroups.org
All content on this site: Copyright © 2025 AME Publishing Company. All rights are reserved. For all open access content, the Creative Commons licensing terms apply. Published by AME Publishing Company Address: Flat/RM C 16F, Kings Wing Plaza 1, NO. 3 on Kwan Street, Shatin, NT, Hong Kong, China. Email: pm@amegroups.com
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Enhancing Machine-Learning Prediction of Enzyme Catalytic Temperature Optima through Amino Acid Conservation Analysis

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By YinYin Cao, Boyu Qiu, Xiao Ning, Lin Fan
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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