Projects per year
Personal profile
Education
Ph.D., National Yang-Ming University,Taiwan
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
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Projects
- 2 Finished
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Building a One-Stop Platform Applying Deep Neural Networks to Optimize Signature Peptide Selections for Assay Designs of Mrm-Based Absolute Quantifications in Targeted Proteomics
Yang, C. (PI), Hsiao, Y.-C. (CoPI) & Yu, J.-S. (CoPI)
01/08/23 → 31/07/24
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Developing a Deep Reinforcement Learning Framework and Training Intelligent Agents to Perform High-Quality Data Analysis of Multiple Reaction Monitoring Datasets for Targeted Mass Spectrometry
Yang, C. (PI), Hsiao, Y.-C. (CoPI), Tsai, M.-H. (CoPI) & Yu, J.-S. (CoPI)
01/08/22 → 31/07/23
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Systematic Evaluation of Chromatographic Peak Quality for Targeted Mass Spectrometry via Variational Autoencoder
Yang, C., Hsiao, Y. C., Lee, C. C. & Yu, J. S., 02 2024, In: Analytical Chemistry. 96, 7, p. 2849 - 2856 8 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
HeapMS: An Automatic Peak-Picking Pipeline for Targeted Proteomic Data Powered by 2D Heatmap Transformation and Convolutional Neural Networks
Lee, C. C., Lin, Y. C., Pan, T. Y., Yang, C. H., Li, P. H., Chen, S. Y., Gao, J. J., Yang, C., Chu, L. J., Huang, P. J., Yeh, Y. M., Tang, P., Chang, Y. S., Yu, J. S. & Hsiao, Y. C., 24 10 2023, In: Analytical Chemistry. 95, 42, p. 15486-15496 11 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
EV-miRome-wide profiling uncovers miR-320c for detecting metastatic colorectal cancer and monitoring the therapeutic response
Yang, C.-K., Hsu, H. C., Liu, Y. H., Tsai, W. S., Ma, C. P., Chen, Y. T., Tan, B. C. M., Lai, Y. Y., Chang, I. Y. F., Yang, C., Yang, C. Y., Yu, J. S. & Liu, H., 08 2022, In: Cellular Oncology. 45, 4, p. 621-638 18 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access10 Scopus citations -
Machine learning algorithms to predict mortality of neonates on mechanical intubation for respiratory failure
Hsu, J. F., Yang, C., Lin, C. Y., Chu, S. M., Huang, H. R., Chiang, M. C., Wang, H. C., Liao, W. C., Fu, R. H. & Tsai, M. H., 10 2021, In: Biomedicines. 9, 10, 1377.Research output: Contribution to journal › Journal Article › peer-review
Open Access11 Scopus citations -
Machine learning approaches to predict in-hospital mortality among neonates with clinically suspected sepsis in the neonatal intensive care unit
Hsu, J. F., Chang, Y. F., Cheng, H. J., Yang, C., Lin, C.-Y., Chu, S. M., Huang, H. R., Chiang, M. C., Wang, H. C. & Tsai, M. H., 08 2021, In: Journal of Personalized Medicine. 11, 8, 695.Research output: Contribution to journal › Journal Article › peer-review
Open Access20 Scopus citations