Research output per year
Research output per year
Personal profile
Education
2003 Bachelor of Science in Biochemistry (B.S.), University of Madras
2006 Master of Science in Bioinformatics (M.S.), University of Madras
2011 Doctorate in Computational Biology (Ph.D.), Ajou University
Professional Experience
November 2011 ~ February 2017: Research fellow, Korea Institute for Advanced Study
March 2017 ~ February 2022: Research Assistant Professor, Ajou University School of Medicine
Feb 21, 2022 ~ Present: Assistant Professor, Dept of Integrative Biotechnology, Sungkyunkwan University
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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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CONTRA-IL6: an interpretable hybrid convolutional neural network and Transformer framework for accurate prediction of interleukin-6-inducing peptides using protein language models
Tran, D. T., Pham, N. T., Lee, G., Basith, S. & Manavalan, B., May 2026, In: Briefings in Bioinformatics. 27, 3, bbag250.Research output: Contribution to journal › Article › peer-review
Open Access -
Corrigendum to “GinDB-AI: An integrated database of Panax-derived compounds and an AI-driven platform for multidimensional information and biological activity prediction”(Journal of Ginseng Research, (2026), 50, 3, (100986), (S1226845326000126), 10.1016/j.jgr.2026.100986)
Nguyen, N. D. H., Sangaraju, V. K., Tran, D. T., Pham, N. T., Cho, J. Y. & Manavalan, B., Jul 2026, In: Journal of Ginseng Research. 50, 4, 101074.Research output: Contribution to journal › Comment/debate
Open Access -
DeepTYLCV: An interpretable and experimentally validated AI model for predicting virulence of different tomato yellow leaf curl virus strains
Bupi, N., Sangaraju, H., Tran, D. T., Sangaraju, V. K., Im, H., Kim, M., Lee, S. & Manavalan, B., 11 May 2026, In: Plant Communications. 7, 5, 101877.Research output: Contribution to journal › Article › peer-review
Open Access -
Federated learning for medical image analysis: Methods, challenges, and future directions
Le, T. T., Tran, P. N., Pham, N. T., Manavalan, B., Shen, L., Hong, C. S. & Dang, D. N. M., Nov 2026, In: Advanced Engineering Informatics. 76, 104976.Research output: Contribution to journal › Review article › peer-review
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GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction
Nguyen, N. D. H., Sangaraju, V. K., Tran, D. T., Pham, N. T., Cho, J. Y. & Manavalan, B., May 2026, In: Journal of Ginseng Research. 50, 3, 100986.Research output: Contribution to journal › Article › peer-review
Open Access
Press/Media
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SKKU Research Team Develops Experimentally Validated AI Model to Predict the Virulence of Tomato Yellow Leaf Curl Virus
15/05/26
1 Media contribution
Press/Media
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Developed the AI-based tools for identification of virus-induced phosphorylation sites and 2OM sites in human RNA
13/03/24
1 Media contribution
Press/Media
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Prof. Balachandran Manavalan Proposed Cutting-edge AI-based Bioinformatics Tools
1/08/22
1 Media contribution
Press/Media