Why AI ?
Artificial Intelligence (AI) is a field of computer science that aims to create intelligent machines capable of performing tasks that typically require human intelligence. These tasks may include learning from experience, reasoning, problem-solving, understanding natural language, and adapting to new situations. AI has become an indispensable tool in biological research, transforming drug discovery, single cell analysis, gene expression analysis, and numerous other areas. Its unparalleled ability to extract meaningful patterns and insights from vast datasets empowers researchers to make groundbreaking discoveries and significantly impact human health and well-being. As AI continues to evolve, its potential to revolutionize biology and medicine is boundless, holding the promise of a brighter and healthier future for all.
What BioForge is providing with AI
One of the most significant contributions of AI in this domain is its impact on drug discovery. With the vast amount of biological data generated from various sources, AI-powered algorithms can efficiently analyze and interpret this information.
Here at BioForge with the help of AI,
We are actively identifying potential drug
candidates targeting a range of emerging
viruses and diseases such as HIV,
COVID-19, Mpox, and RVFv,
among others. We predict the
interactions patterns with targets
more accurately and rapidly than traditional
methods. We are additionally directing our attention
towards repurposed drug strategies also known as drug repurposing or drug repositioning. Drug repurposing emerged as a promising approach in the field of pharmaceutical research and development. Instead of creating entirely new drugs from scratch, repurposing involves identifying existing drugs that were initially designed for a different therapeutic purpose and exploring their potential for treating other medical conditions.
AI has been a game-changer in single cell analysis, enabling researchers to delve deeper into the complexities of cellular heterogeneity. Our team of experts in AI is providing full insights by processing and integrating large-scale single-cell datasets. We develop our AI algorithms which can identify unique cell types, uncover cellular pathways, and shed light on disease mechanisms, ultimately leading to more targeted and personalized therapeutic approaches.
Single-cell analysis with AI
AI in gene expression analysis
In gene expression analysis, AI algorithms developed by the team of experts at BioForge, excel at predicting gene functions, identifying gene regulatory networks, and deciphering patterns in gene expression data. These insights provide a deeper understanding of how genes influence cellular processes and disease development, facilitating the discovery of potential therapeutic targets.