Assistant Professor

Tonmoya Sarmah

Department of Computer Science and Engineering

Interests

  1. Computational Biology
  2. Image Processing

Faculty Details

Education

2009

Girijananda Chowdhury Institute of
Management and Technology, Guwahati
Bachelor of Engineering

2016

National Institute of Technology,
Meghalaya
M.Tech.

Experience

  • 2019 - 2023 – Teaching Assistant – Tezpur University, Assam
  • 2017 - 2018 – Junior Research Fellow – IIT Guwahati, Assam
  • 2016 - 2017 – Junior Project Fellow – IIT Guwahati, Assam

Research Interest

  • Gene network analysis such as correlations, community detection and clustering to find functionally related genes associated with a particular disease. Exploring network centrality measures to find most important genes in different gene networks, which can be potential crucial gene for the disease.
  • Differential expression analysis and differential co-expression analysis of gene expression data such as RNA-Seq and single-cell RNA-Seq data to find genes responsible for a particular disease.

Awards & Fellowships

  • 2014 – GATE Fellowship – NIT Meghalaya

Publications

Journals

  • A study of tools for differential co-expression analysis for RNA-Seq data – T. Sarmah, D.K. Bhattacharyya - Informatics in Medicine Unlocked 26: 100740 (2021)
  • CDCA: Community Detection in RNA-Seq Data using Centrality-based Approach - T. Sarmah, D.K. Bhattacharyya – Journal of Biosciences, In Press (2024)

Conference publications

  • Extraction of Functionally Related Genes for Schizophrenia using Network Analysis in bulk RNA-Seq Data – T. Sarmah, D. K. Bhattacharyya - 2023 4th International Conference on Computing and Communication Systems (I3CS). IEEE (2023).
  • An Effective Centrality-Based Community Detection Approach Using scRNA-Seq Data for Critical Neuro-Degenerative Diseases - T. Sarmah, D. K. Bhattacharyya - International Conference on Pattern Recognition and Machine Intelligence. Cham: Springer Nature Switzerland (2023).

Contact Details

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