Biochat: a database for natural language processing of Gene Expression Omnibus data
Bohdan B. KhomtchoukiD, Vsevolod Dyomkin, Kasra A. Vand, Themistocles L. AssimesiD, Or GozaniiD
Abstract
A biological datasets metadata profile (e.g., study description, organism name, sequencing type, etc.) typically contains terse but descriptive textual information that can be used to link it with other similar biological datasets for the purpose of integrating omics data of different types to inform hypotheses and biological questions. Here we present Biochat, a database containing a multi-omics data integration support system to aid in cross-linking Gene Expression Omnibus (GEO) records to each other by metadata similarity through a user-friendly web application. Biochat is publicly available at: http://www.biochat.ai. Biochat source code is hosted at: https://github.com/Bohdan-Khomtchouk/Bio-chat.\n\nDatabase URLhttps://github.com/Bohdan-Khomtchouk/Bio-chat
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Enabling Semantic Queries Across Federated Bioinformatics Databases
Ana Claudia Sima, Tarcisio Mendes de Farias, … Christophe Dessimoz·DatabasePeer-reviewed·Jan 1, 2019
- HumanMine: advanced data searching, analysis and cross-species comparison.
Rachel Lyne, Adrián Bazaga, … Gos Micklem·DatabasePeer-reviewed·Jan 1, 2022
- GEO-BERT: A Retrieval augmented LLM Framework for Intelligent Dataset Retrieval from the Gene Expression Omnibus
Maruf Islam Shuvo, Monjura Afrin Rumi, … Mahfuza Sharmin·bioRxiv·Oct 21, 2026
- Automated Gene Data Integration with Databio
Robert W. Reid, Jacob W. Ferrier, Jeremy J. Jay·BMC Research NotesPeer-reviewed·Apr 1, 2020
- Cross-linking BioThings APIs through JSON-LD to facilitate knowledge exploration
Jiwen Xin, Cyrus Afrasiabi, … Chunlei Wu·BMC BioinformaticsPeer-reviewed·Feb 1, 2018
- PubData: search engine for bioinformatics databases worldwide
Bohdan B. Khomtchouk, Kasra A. Vand, … Claes Wahlestedt·bioRxiv·Aug 16, 2016