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Dive into the research topics where Shu-Hwa Chen 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
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Using Deep Learning to Predict Unique Surface Proteins in Normal and Cancer Cells
Chen, S.-H. (PI)
8/1/24 → 7/31/25
Project: A - Government Institution › b - National Science and Technology Council
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以整合學習模型來預測一般細胞與癌細胞之特有表面蛋白
Chen, S.-H. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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Identify Human Surfaceome in Deep Learning for Cell-Type Annotation and Isolation from Scrna-Seq
Chen, S.-H. (PI)
8/1/21 → 7/31/22
Project: A - Government Institution › b - National Science and Technology Council
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Interpretation of machine learning-based prediction models and functional metagenomic approach to identify critical genes in HBCD degradation
Lin, Y. J., Hsieh, P. H., Mao, C. C., Shih, Y. H., Chen, S. H. & Lin, C. Y., Mar 15 2025, In: Journal of Hazardous Materials. 486, 136976.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Decoding the genome of bloodsucking midge Forcipomyia taiwana (Diptera: Ceratopogonidae): Insights into odorant receptor expansion
Lin, M. D., Chuang, C. H., Kao, C. H., Chen, S. H., Wang, S. C., Hsieh, P. H., Chen, G. Y., Mao, C. C., Li, J. Y., Jade Lu, M. Y. & Lin, C. Y., May 2024, In: Insect Biochemistry and Molecular Biology. 168, 104115.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Secretome from estrogen-responding human placenta-derived mesenchymal stem cells rescues ovarian function and circadian rhythm in mice with cyclophosphamide-induced primary ovarian insufficiency
Le, D. C., Ngo, M. H. T., Kuo, Y. C., Chen, S. H., Lin, C. Y., Ling, T. Y., Pham, Q. T. T., Au, H. K., Myung, J. & Huang, Y. H., Dec 2024, In: Journal of Biomedical Science. 31, 1, 95.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Intelligent De Novo Design of Novel Antimicrobial Peptides against Antibiotic-Resistant Bacteria Strains
Lin, T. T., Yang, L. Y., Lin, C. Y., Wang, C. T., Lai, C. W., Ko, C. F., Shih, Y. H. & Chen, S. H., Apr 2023, In: International journal of molecular sciences. 24, 7, 6788.Research output: Contribution to journal › Article › peer-review
Open Access23 Citations (Scopus) -
AI4AVP: An antiviral peptides predictor in deep learning approach with generative adversarial network data augmentation
Lin, T. T., Sun, Y. Y., Wang, C. T., Cheng, W. C., Lu, I. H., Lin, C. Y. & Chen, S. H., 2022, In: Bioinformatics Advances. 2, 1, vbac080.Research output: Contribution to journal › Article › peer-review
Open Access24 Citations (Scopus)
Datasets
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EpiMOLAS: an intuitive web-based framework for genome-wide DNA methylation analysis
Su, S.-Y. (Contributor), Lu, I.-H. (Contributor), Cheng, W.-C. (Contributor), Chung, W.-C. (Creator), Chen, P.-Y. (Contributor), Ho, J.-M. (Contributor), Chen, S.-H. (Contributor) & Lin, C.-Y. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.c.4921002.v1, https://springernature.figshare.com/collections/EpiMOLAS_an_intuitive_web-based_framework_for_genome-wide_DNA_methylation_analysis/4921002/1
Dataset
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Additional file 1 of EpiMOLAS: an intuitive web-based framework for genome-wide DNA methylation analysis
Lu, I.-H. (Contributor), Chen, S.-H. (Contributor), Cheng, W.-C. (Contributor), Su, S.-Y. (Contributor), Ho, J.-M. (Contributor), Chen, P.-Y. (Contributor), Chung, W.-C. (Creator) & Lin, C.-Y. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.12072510.v1, https://doi.org/10.6084%2Fm9.figshare.12072510.v1
Dataset