『Drug Discovery AI Factory』
Utilizing KIBIT, we extract a large number of unreported target genes and further narrow them down to more reliable targets using our unique analysis method.
KIBIT generates a network that maps the connections between genes related to diseases. In doing so, it also predicts target genes that are not mentioned in the literature regarding their association with the disease. To extract high-probability targets from these target genes, it utilizes an innovative analysis method called "Drug Discovery Best Known Method (DD-BKM)" to narrow down to targets with a high potential for new drug development.
basic information
Utilizing our in-house developed AI "KIBIT," we discovered unreported target genes with a high relevance to diseases. We extracted target genes with a high probability of success using our unique analysis method. We created a gene network and generated hypotheses for the unreported target genes.
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The target papers for analysis are primarily from PubMed, with the option to include papers from Springer Nature. FRONTEO's drug discovery support service is characterized by its ability to extract highly novel target genes from already reported paper information. Analysis incorporating genomic information and OMICS data is also possible.
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FRONTEO supports the judgments of experts in various fields who confront social issues day and night through the provision of its proprietary specialized AI, "KIBIT." This creates a starting point for innovation. Our unique natural language processing technology (patented in Japan and the U.S.) enables fast and high-precision analysis without relying on the amount of training data or computing power, unlike general-purpose AI. Additionally, by utilizing our patented technology that maps (visualizes the structure of) the analyzed information, "KIBIT" can directly influence the insights of experts. In recent years, KIBIT's technology has also been applied to hypothesis generation and target exploration in drug discovery. Through KIBIT's unique technology and approach, we are promoting social implementation in the fields of life sciences AI, business intelligence, economic security, and legal tech AI, with the aim of realizing our philosophy of "providing solutions that do not overlook risks and opportunities buried in records, and achieving fairness in the information society."