Research output per year
Research output per year
Personal profile
Professional Information
SLCM co-coordinator
Research Interests
Machine Learning, Deep Learning, Bioinformatics, Gene Expression Analysis
Experience
▪ Working as Assistant Professor in the School of Computer Engineering at Manipal Institute of Technology Bengaluru, MAHE from 3rd June, 2024 to present.
▪ Worked as Senior Research Fellow (SRF) in the MHRD sponsored Centre of Excellence under FAST project entitled “Machine Learning and Big Data Analysis” from 12th September 2016 - 31st March 2020.
Awards and recognition:
GATE QUALIFIED
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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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Identification of Potential Biomarkers Using Integrative Approach: An Application of ESCC
Saikia, M., Bhattacharyya, D. K. & Kalita, J. K., 2024, Pattern Recognition and Machine Intelligence - 9th International Conference, PReMI 2021, Proceedings. Ghosh, A., Bhattacharyya, M., Sankar Ray, S., K. Pal, S. & King, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 118-126 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13102 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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scDiffCoAM: A complete framework to identify potential biomarkers for esophageal squamous cell carcinoma using scRNA-Seq data analysis
Saikia, M., Bhattacharyya, D. K. & Kalita, J. K., 09-2024, In: Journal of Biosciences. 49, 3, 78.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Identification of Potential Biomarkers Using Integrative Approach: A Case Study of ESCC
Saikia, M., Bhattacharyya, D. K. & Kalita, J. K., 03-2023, In: SN Computer Science. 4, 2, 114.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
CBDCEM: An effective centrality based differential co-expression method for critical gene finding
Saikia, M., Bhattacharyya, D. K. & Kalita, J. K., 12-2022, In: Gene Reports. 29, 101688.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
BicGenesis: A Method to Identify ESCC Biomarkers Using the Biclustering Approach
Saikia, M., Bhattacharyya, D. K. & Kalita, J. K., 2021, Proceedings of International Conference on Big Data, Machine Learning and Applications, BigDML 2019. Patgiri, R., Balas, V. E. & Bandyopadhyay, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-14 14 p. (Lecture Notes in Networks and Systems; vol. 180 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus)