Projects per year
Personal profile
Research Expertise
Database system design, data storage, genetic algorithm, bioinformatics
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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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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dbAMP 3.0: updated resource of antimicrobial activity and structural annotation of peptides in the post-pandemic era
Yao, L., Guan, J., Xie, P., Chung, C. R., Zhao, Z., Dong, D., Guo, Y., Zhang, W., Deng, J., Pang, Y., Liu, Y., Peng, Y., Horng, J. T., Chiang, Y. C. & Lee, T. Y., 6 Jan 2025, In: Nucleic Acids Research. 53, D1, p. D364-D376Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
DbPTM 2025 update: Comprehensive integration of PTMs and proteomic data for advanced insights into cancer research
Chung, C. R., Tang, Y., Chiu, Y. P., Li, S., Hsieh, W. K., Yao, L., Chiang, Y. C., Pang, Y., Chen, G. T., Chou, K. C., Paik, Y. S., Tran, P. L., Lin, C. P., Kao, Y. M., Chen, Y. J., Chang, W. C., Hsu, J. B. K., Horng, J. T. & Lee, T. Y., 6 Jan 2025, In: Nucleic Acids Research. 53, D1, p. D377-D386Research output: Contribution to journal › Article › peer-review
Open Access -
An ensemble deep learning model for predicting minimum inhibitory concentrations of antimicrobial peptides against pathogenic bacteria
Chung, C. R., Chien, C. Y., Tang, Y., Wu, L. C., Hsu, J. B. K., Lu, J. J., Lee, T. Y., Bai, C. & Horng, J. T., 20 Sep 2024, In: iScience. 27, 9, 110718.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A risk assessment framework for multidrug-resistant Staphylococcus aureus using machine learning and mass spectrometry technology
Wang, Z., Pang, Y., Chung, C. R., Wang, H. Y., Cui, H., Chiang, Y. C., Horng, J. T., Lu, J. J. & Lee, T. Y., 1 Nov 2023, In: Briefings in bioinformatics. 24, 6, bbad330.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Data-Driven Two-Stage Framework for Identification and Characterization of Different Antibiotic-Resistant Escherichia coli Isolates Based on Mass Spectrometry Data
Chung, C. R., Wang, H. Y., Yao, C. H., Wu, L. C., Lu, J. J., Horng, J. T. & Lee, T. Y., May 2023, In: Microbiology Spectrum. 11, 3Research output: Contribution to journal › Article › peer-review
Open Access5 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
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Supplementary Material for: A Powerful Two-Stage Association Test Using Case-Control and Case-Parents Genotype Data
Cheng, K. F. (Creator), Lin, W. J. (Creator), Chen, J. H. (Creator) & Horng, J. T. (Creator), figshare, 2009
DOI: 10.6084/m9.figshare.5120779, https://karger.figshare.com/articles/dataset/Supplementary_Material_for_A_Powerful_Two-Stage_Association_Test_Using_Case-Control_and_Case-Parents_Genotype_Data/5120779
Dataset
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MOESM1 of 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), Huang, K.-Y. (Contributor), Hsu, J.-F. (Contributor), Horng, J.-T. (Contributor), Li, W.-C. (Contributor), Lee, T.-Y. (Contributor), Chung, C.-R. (Contributor) & Lu, J.-J. (Contributor), figshare Academic Research System, 1 Jan 2019
DOI: 10.6084/m9.figshare.11447313.v1, https://doi.org/10.6084%2Fm9.figshare.11447313.v1
Dataset
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Supplementary Material for: A Powerful Two-Stage Association Test Using Case-Control and Case-Parents Genotype Data
Cheng, K. F. (Creator), Lin, W. J. (Creator), Chen, J. H. (Creator) & Horng, J. T. (Creator), figshare Academic Research System, 2009
DOI: 10.6084/m9.figshare.5120779.v1, https://karger.figshare.com/articles/dataset/Supplementary_Material_for_A_Powerful_Two-Stage_Association_Test_Using_Case-Control_and_Case-Parents_Genotype_Data/5120779/1
Dataset