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Japanese Project to Find Best Cancer Treatment Based on Genome Analysis
May 13, 2017
The Japanese Foundation for Cancer Research and Tokyo-based FRONTEO Healthcare, Inc., a company providing medical data analysis solutions using the KIBIT artificial intelligence engine, recently started a project to create their Cancer Precision Medical System which using AI and genome analysis technology.
Tokyo, Japan (GLOBE NEWSWIRE) --
Through this research, FRONTEO Healthcare and JFCR aim to develop a cancer precision medicine that will provide the best treatment for each cancer patient based on genetic tests.
JFCR established the Cancer Precision Medicine Center in October 2016. Employing cutting-edge technologies for genome analysis on cancer cells and tissues, it aims to develop next-generation cancer diagnostics that may result in best treatments. FRONTEO Healthcare also announced in October 2016 that it had begun the development of its Cancer Precision Medicine AI System (“CPM-AI System.”)
Through their joint research activity, JFCR and FRONTEO Healthcare will seek to develop a system that supports physicians in making clinical decisions based on genetic information of cancer cells. The system will consist of AI that searches for academic papers which could support to find the most appropriate treatment in each individual based on the result of genetic test.
The Cancer Precision Medicine Center will seek to develop a system that integrates and analyzes information pertaining to cancer patients, such as cancer genome data, by employing the latest methods including clinical sequencing, which conducts a comprehensive search of genetic mutation in cancer cells, and liquid biopsy, which detects genetic mutations in the blood and other bodily fluids. One of the CPM-AI system that FRONTEO Healthcare will develop through “Diagnosis Support System” is a system that analyzes academic papers and medical data employing the knowledge of cancer experts from every field. The system will make suggestions when physicians decide on the course of treatment based on test results.
In addition to the Diagnosis Support System, FRONTEO Healthcare will develop an “Informed Consent (IC) Support System,” in which FRONTEO’s AI technology will maximize an efficiency of IC by supplementing explanations according to the degree of understanding the patients and their families. FRONTEO Healthcare plans to complete the development of the Diagnosis Support System and the Informed Consent Support System at the end of 2021.
Overview of CPM-AI System Development
AI “KIBIT” presents a selected range of academic papers by acquiring the knowledge of experts in specific fields
Currently, one challenge in advancing cancer precision medicine is that as the number of medical studies and academic reports released increases, the available options are expanding for patients’ genetic information or abnormal conditions occurring in cancer cells, treatment regimens, and choices of medications with lower incidence of adverse events.
There are high expectations for a system that can share information among physicians in a shorter period of time through the use of AI to identify papers with findings related to treatment methods and the most appropriate drugs. FRONTEO Healthcare’s CPM-AI System can identify papers with the same elements that experts have confirmed as indicating high quality, and can exclude those papers with the factors that experts have identified as indicating low quality. In many cases, a search for scientifically high quality papers is important for the development of cancer precision medicine. For example, whether only papers describing results of monotherapy should be analyzed or those from combination therapy can be also included, and/or whether genetic information for the analysis should be obtained from cancer cells or those from normal cells should be analyzed. These elements should be important when searching for papers. It has been confirmed that if KIBIT is trained in whether or not each of these aspects of research is required, it is able to extract the papers that meet its objectives.
After learning from the most recent medical information selected by experts in a specific field as training data and preselecting the search subjects, KIBIT can function as a filter that reduces unnecessary data and noises. When the CPM-AI system is developed, it is expected that physicians who are in daily contact with cancer patients will be able to make use of the knowledge of specialists in every field.
JFCR has investigated various technologies, including AI developed in Japan, to find a solution that can comprehend the unique genetic information of Japanese people and protect personal medical data. KIBIT has achieved results for its depth of learning and obtaining effective results in a short period of time with a small amount of data. This, in addition to its cost-effectiveness and the short time to introduction, were highly valued and made the joint research possible.
By developing and providing a system that leverages the respective specialties and strengths of JFCR and FRONTEO Healthcare, the organizations are striving to reduce Japan’s cancer death rate, help to prevent recurrence, and decrease the appropriate allocation of healthcare spending.
About FRONTEO, Inc.FRONTEO, Inc., the parent company of FRONTEO Healthcare, Inc., supports the analysis of big data based on behavior informatics by utilizing its technology, "KIBIT". FRONTEO's KIBIT technology is driven by FRONTEO artificial intelligence based on knowledge acquired through its litigation support services. KIBIT incorporates experts' tacit knowledge, including their experiences and intuitions, and utilizes that knowledge for big data analysis. FRONTEO continues to expand its business operations by applying KIBIT to new fields such as healthcare and marketing. FRONTEO was founded in 2003 as a provider of e-discovery and international litigation support services. These services include the preservation, investigation and analysis of evidence materials contained in electronic data, and computer forensic investigation. FRONTEO provides e-discovery and litigation support by making full use of its data analysis platform, "Lit i View", and its Predictive Coding technology adapted to Asian languages. The company name was changed from UBIC, Inc. to FRONTEO, Inc. as of July 1, 2016.
For more information about FRONTEO, visit http://www.fronteo.com/global/.