Projects per year
Personal profile
Research Expertise
Biological and medical big data analysis, pathogen resistance analysis and prediction, antibacterial drug development, multibody data analysis, data science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Chia-Ru Chung is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AMPActiPred: A three-stage framework for predicting antibacterial peptides and activity levels with deep forest
Yao, L., Guan, J., Xie, P., Chung, C. R., Deng, J., Huang, Y., Chiang, Y. C. & Lee, T. Y., Jun 2024, In: Protein Science. 33, 6, e5006.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Anti-Drugs Chatbot: Chinese BERT-Based Cognitive Intent Analysis
Lee, J. H., Wu, E. H. K., Ou, Y. Y., Lee, Y. C., Lee, C. H. & Chung, C. R., 1 Feb 2024, In: IEEE Transactions on Computational Social Systems. 11, 1, p. 514-521 8 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
A two-stage computational framework for identifying antiviral peptides and their functional types based on contrastive learning and multi-feature fusion strategy
Guan, J., Yao, L., Xie, P., Chung, C. R., Huang, Y., Chiang, Y. C. & Lee, T. Y., 1 May 2024, In: Briefings in bioinformatics. 25, 3, bbae208.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
CapsEnhancer: An Effective Computational Framework for Identifying Enhancers Based on Chaos Game Representation and Capsule Network
Yao, L., Xie, P., Guan, J., Chung, C. R., Huang, Y., Pang, Y., Wu, H., Chiang, Y. C. & Lee, T. Y., 22 Jul 2024, In: Journal of Chemical Information and Modeling. 64, 14, p. 5725-5736 12 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Identifying Antitubercular Peptides via Deep Forest Architecture with Effective Feature Representation
Yao, L., Guan, J., Li, W., Chung, C. R., Deng, J., Chiang, Y. C. & Lee, T. Y., 30 Jan 2024, In: Analytical Chemistry. 96, 4, p. 1538-1546 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Datasets
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Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques
Wang, H.-Y. (Contributor), Li, W.-C. (Creator), Huang, K.-Y. (Contributor), Chung, C.-R. (Contributor), Horng, J.-T. (Contributor), Hsu, J.-F. (Contributor), Lu, J.-J. (Contributor) & Lee, T.-Y. (Contributor), figshare, 2019
DOI: 10.6084/m9.figshare.c.4795737.v1, https://springernature.figshare.com/collections/Rapid_classification_of_group_B_Streptococcus_serotypes_based_on_matrix-assisted_laser_desorption_ionization-time_of_flight_mass_spectrometry_and_machine_learning_techniques/4795737/1
Dataset
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Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques
Wang, H.-Y. (Contributor), Li, W.-C. (Creator), Huang, K.-Y. (Contributor), Chung, C.-R. (Contributor), Horng, J.-T. (Contributor), Hsu, J.-F. (Contributor), Lu, J.-J. (Contributor) & Lee, T.-Y. (Contributor), figshare, 2019
DOI: 10.6084/m9.figshare.c.4795737, https://springernature.figshare.com/collections/Rapid_classification_of_group_B_Streptococcus_serotypes_based_on_matrix-assisted_laser_desorption_ionization-time_of_flight_mass_spectrometry_and_machine_learning_techniques/4795737
Dataset