Suren Davitavyan
SEEK ID: https://armlifebank.am/people/14
Location:
Armenia
ORCID:
https://orcid.org/0000-0002-3414-5553
Joined: 26th Nov 2024
Expertise: Not specified
Tools: Not specified
Their tagsRelated items
This Programme focuses on the development, implementation, and application of bioinformatics tools for the analysis of large-scale genomic datasets. It aims to facilitate the processing, integration, and interpretation of high-throughput sequencing data, including whole-genome, transcriptome, and epigenome analyses. The Programme encompasses computational approaches for variant discovery, gene expression profiling, network biology, and multi-omics data integration.
Projects: Biological pathway activity analysis, ML approaches for omic data analysis, Tools for Telomere Biology
Web page: Not specified
This project focuses on developing and applying machine learning (ML) methodologies to analyze complex omic datasets, including genomics, transcriptomics, proteomics, and metabolomics. By leveraging advanced ML techniques, the project aims to uncover novel biological insights, identify biomarkers, and enhance our understanding of molecular mechanisms underlying various diseases. The initiative is a collaborative effort maintained by the Institute of Molecular Biology NAS RA (IMB), ...
Programme: Bioinformatics Tools for Analysis of Big Genomic Data
Public web page: Not specified
This is a supplementary dataset with raw data, scripts, and complete analysis results for the paper "Supervised projection of high-dimensional genome-wide expression on SOM transcriptome landscapes".
The archive contains three folders:
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"Simdata" folder contains data, scripts, and results of performance evaluation of extension SOM and supervised SOM with simulated data.
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"IBD" - folder contains data, scripts, and results of analysis of Inflammatory bowel disease datasets.
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"BC" - folder ...
Creators: Maria Nikoghosyan, Suren Davitavyan, Hans Binder, Arsen Arakelyan
Submitter: Lana Karapetyan
External Link
Abstract (Expand)
Authors: Yeva Bareghamyan, Arpine Minasyan, Suren Davitavyan, Anna Petrackova, Jakub Savara, Romana Nesnadna, Eva Kriegova, Jonathan Schug, Arsen Arakelyan, Ani Stepanyan
Date Published: 4th Jan 2026
Publication Type: Journal
Abstract (Expand)
Authors: Ani Stepanyan, Siras Hakobyan, Agnieszka Brojakowska, Malik Bisserier, Roksana Zakharyan, Suren Davitavyan, Tamara Sirunyan, Gisane Khachatryan, Mary K. Khlgatian, Shihong Zhang, Ania Baghoomian, Susmita Sahoo, Lahouaria Hadri, Venkata Naga Srikanth Garikipati, Arsen Arakelyan, David A. Goukassian
Date Published: 26th Dec 2025
Publication Type: Journal
Abstract (Expand)
Authors: Gisane Khachatryan, Tamara Sirunyan, Siras Hakobyan, Suren Davitavyan, Roksana Zakharyan, Ani Stepanyan, Agnieszka Brojakowska, Mary K Khlgatian, Malik Bisserier, Shihong Zhang, David A Goukassian, Arsen Arakelyan
Date Published: 25th Sep 2025
Publication Type: Journal
Abstract (Expand)
Authors: Roksana Zakharyan, Siras Hakobyan, Agnieszka Brojakowska, Malik Bisserier, Shihong Zhang, Mary K. Khlgatian, Amit Kumar Rai, Suren Davitavyan, Ani Stepanyan, Tamara Sirunyan, Gisane Khachatryan, Susmita Sahoo, Venkata Naga Srikanth Garikipati, Arsen Arakelyan, David A. Goukassian
Date Published: 21st Jul 2025
Publication Type: Journal
Abstract (Expand)
Authors: Roksana Zakharyan, Siras Hakobyan, Agnieszka Brojakowska, Suren Davitavyan, Ani Stepanyan, Tamara Sirunyan, Gisane Khachatryan, Mary K. Khlgatian, Malik Bisserier, Shihong Zhang, Susmita Sahoo, Lahouaria Hadri, Venkata Naga Srikanth Garikipati, Arsen Arakelyan, David A. Goukassian
Date Published: 18th Feb 2025
Publication Type: Journal
Speaker - Suren Davitavyan
Institute of Biomedicine and Pharmacy RAU, Institute of Molecular Biology NAS, Yerevan, Armenia
Creator: Suren Davitavyan
Submitter: Lana Karapetyan
