Research output per year
Research output per year
Personal profile
Research
My main interest lies in understanding and applying the computational and machine-learning approaches for solving complex biological problems and analyzing the huge experimental data.
- The computational approach involves the designing of algorithm and programming code in R, PERL, Python or C.
- The machine learning approach integrates the idea of statistics for the task of classification and regression.
Teaching
I had been teaching different topics in Python, PERL, Machine Learning, Web Designing and Chemical Engineering to Bachelors’ and Master’s students at the Department of Biosciences and Technology, Karunya University, India. I have also guided 32 Bachelor’s and 4 Master’s students under my supervision.
UKÄ subject classification
- Genetics
- Bioinformatics and Systems Biology
- Bioinformatics (Computational Biology)
Keywords
- Machine Learning
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Network
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Research output
- 8 Article
-
The genetic regulation of protein expression in cerebrospinal fluid
Hansson, O., Kumar, A., Janelidze, S., Stomrud, E., Insel, P. S., Blennow, K., Zetterberg, H., Fauman, E., Hedman, Å. K., Nagle, M. W., Whelan, C. D., Baird, D., Mälarstig, A. & Mattsson-Carlgren, N., 2023 Jan 11, In: EMBO Molecular Medicine. 15, 1, e16359.Research output: Contribution to journal › Article › peer-review
Open Access -
Converting the genomic knowledge base to build protein specific machine learning prediction models; a classification study on thermophilic serine protease
Sunny, J. S., Kumar, A., Nisha, K. & Saleena, L. M., 2022 Dec, In: Biologia. 77, 12, p. 3615-3622 8 p.Research output: Contribution to journal › Article › peer-review
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The BIN1 rs744373 Alzheimer's disease risk SNP is associated with faster Aβ-associated tau accumulation and cognitive decline
Franzmeier, N., Ossenkoppele, R., Brendel, M., Rubinski, A., Smith, R., Kumar, A., Mattsson-Carlgren, N., Strandberg, O., Duering, M., Buerger, K., Dichgans, M., Hansson, O., Ewers, M., Alzheimer's Disease Neuroimaging Initiative & Swedish BioFinder Study, 2022, In: Alzheimer's and Dementia. 18, 1, p. 103-115Research output: Contribution to journal › Article › peer-review
Open Access -
β-Amyloid-Dependent and-Independent Genetic Pathways Regulating CSF Tau Biomarkers in Alzheimer Disease
Kumar, A., Janelidze, S., Stomrud, E., Palmqvist, S., Hansson, O. & Mattsson-Carlgren, N., 2022, In: Neurology. 99, 5, p. E476-E487Research output: Contribution to journal › Article › peer-review
Open Access -
Genetic effects on longitudinal cognitive decline during the early stages of Alzheimer’s disease
Kumar, A., Shoai, M., Palmqvist, S., Stomrud, E., Hardy, J., Mattsson-Carlgren, N. & Hansson, O., 2021 Oct, In: Scientific Reports. 11, 1, 19853.Research output: Contribution to journal › Article › peer-review
Open Access