Vinoth Kumar Sangaraju

Ph.D. Candidate | AI/ML for Bioinformatics & Computational Biology 🤖🧬
/assets/img/Vinoth_Kumar_Final_2.jpg


I am currently a second-year Ph.D. student in the Department of Integrative Biotechnology at the College of Biotechnology and Bioengineering, Sungkyunkwan University (SKKU), Republic of Korea. I am working under the guidance of Professor Balachandran Manavalan in the Computational Biology and Bioinformatics Laboratory (CBBL). Before joining SKKU, I obtained an M.S. in Electronics Engineering from Jeonbuk National University (JBNU), Jeonju, and a B.E. in Electronics and Communication Engineering from Anna University, India.

Research Focus: Bioinformatics, Machine Learning, Natural Language Processing, Peptide-therapeutics, and Database development.

Address: Room 62105, Biotechnology and Bioengineering Building 2, Seobu-ro, Jangan-gu, Suwon-si, Gyeonggi-do, 16419, Republic of Korea.


Research Interest

Research Interest

News

Oct 15, 2024 Our collaborative paper entitled “mHPpred: Accurate identification of peptide hormones using multi-view feature learning” has been accepted in the Computers in Biology and Medicine journal. (JCR: 2 [TOP 3.03%]; IF: 7.0)
Jun 20, 2024 The manuscript titled “mACPpred 2.0: Stacked deep learning for anticancer peptide prediction with integrated spatial and probabilistic feature representations” has been accepted in the Journal of Molecular Biology. (IF: 4.7)
Feb 15, 2023 Our collaborative paper entitled “Computational prediction of protein folding rate using structural parameters and network centrality measures” has been published in the Computers in Biology and Medicine journal. (JCR: 6; IF: 6.698)
Nov 07, 2022 The manuscript titled “An effective integrated machine learning framework for identifying severity of tomato yellow leaf curl virus and their experimental validation” has been published in the Research journal. (JCR: 10; IF: 11.036)

Selected Publications

2024

  1. CBM
    mHPpred.jpg
    mHPpred: Accurate identification of peptide hormones using multi-view feature learning
    Shaherin Basith, Vinoth Kumar Sangaraju, Balachandran Manavalan, and Gwang Lee
    Computers in Biology and Medicine, 2024
  2. JMB
    mACPpred2.jpg
    mACPpred 2.0: Stacked deep learning for anticancer peptide prediction with integrated spatial and probabilistic feature representations
    Vinoth Kumar Sangaraju, Nhat Truong Pham, Leyi Wei, Xue Yu, and Balachandran Manavalan
    Journal of Molecular Biology, 2024

2023

  1. CBM
    protein_folding_rate.jpg
    Computational prediction of protein folding rate using structural parameters and network centrality measures
    Saraswathy Nithiyanandam, Vinoth Kumar Sangaraju, Balachandran Manavalan, and Gwang Lee
    Computers in Biology and Medicine, 2023
  2. Research
    TYLCV.jpg
    An effective integrated machine learning framework for identifying severity of tomato yellow leaf curl virus and their experimental validation
    Nattanong Bupi, Vinoth Kumar Sangaraju, Le Thi Phan, Aamir Lal, Thuy Thi Bich Vo, Phuong Thi Ho, Muhammad Amir Qureshi, Marjia Tabassum, Sukchan Lee, and Balachandran Manavalan
    Research, 2023

Motivational Quotes

Learning gives creativity, Creativity leads to thinking, Thinking leads to knowledge, Knowledge makes you great. - A. P. J. Abdul Kalam


I don't stop when I'm tired, I stop when I'm done. - David Goggins