Organisation Name
Instituto de Ciências Matemáticas e de Computação (ICMC)
Industry
Health services
Organisation Website
Country
Brazil
Sustainable Development Goals (SDGs)
SDG 3: Good Health and Well-being
General Description of the AI tool
BioPrediction is an automated framework for predicting interactions among biological sequences, such as proteins. These molecules often interact for vital functions, and characterizing these interactions is a crucial step in drug and therapy development. BioPrediction is an end-to-end framework that builds a machine learning model entirely without human intervention, capable of predicting hidden interactions based on input data, including known interactions and molecular sequences. Given this, it is an accessible and democratic framework aimed at guiding and expediting research.
Github, open data repository
https://github.com/Bonidia/BioPrediction
Relevant Research and Publications
The first validation article: https://sol.sbc.org.br/index.php/eniac/article/view/25726
Two new articles are being written about BioPrediction and will be available soon.
Needs
Funding
Public Exposure