陽明交通大學衍生新創事業 AI 大數據研究發展服務
Doctor How Inc. was founded by Dr. Shinn-Ying Ho, a professor and chairman of the Institute of Bioinformatics and Systems Biology of National Yang Ming Chiao Tung University (NYCU), and was composed of data scientist and engineers of NYCU, which was a derivative start-up of NYCU. Doctor How, a research services company, develops a novel Intelligent evolutionary learning platform using the technical authorization of the know-how “mathematical modelling and prediction” licensed from NYCU and engages in artificial intelligence (AI) modelling with data analysis, smart commerce and jointly developed precision medical systems.
"Evolutionary learning" uses evolutionary algorithms to solve optimization problems in machine learning. Combining evolutionary computation with machine learning can be seen as a clever combination of computational intelligence and statistics. The "Intelligent Computing Lab" hosted by Prof. Ho develops advanced technologies of intelligent computing. The core technology " Intelligent evolutionary algorithm" is a highly cited paper for solving large parameter optimization problems. Prof. Ho has published more than 60 evolutionary learning related international journal articles. He has near 30 years of experience in data modelling and industrial applications, especially in the development of evolutionary learning technology, which covers a wide range of applications, including engineering, management, finance, agriculture, and biomedical fields. His R&D team has rich experience in industry-university cooperation.
The innovative research of AI technology in smart healthcare is a hot topic in academic, clinical and industrial fields. In cooperation with the NYCU BioICT and the Smart Medical Promotion Center, the cooperative hospitals for biomedical research project includes more than 10 big hospitals in Taiwan. The evolutionary learning platform-based computer aided diagnosis system for biomedical images won an Entrepreneurial Potential Award in the FITI (From Invention to Innovation) Program Competition of the Ministry of Science and Technology in 2017. Economic growth stems from the continuous innovation of technology and business models. The demand for value-added internet of things and cloud big data in the new digital era is becoming more and more obvious. Whether it is academic, medical or industrial fields, there is an urgent need to import the AI technology. In addition, the government has opened up a new business regulation, encouraged the innovation of 5+2 industries of Taiwan, fostered the research service companies, and encouraged teachers and students to innovate and start a business. Therefore, Doctor How Inc. emerges at a historic moment.
Doctor How Inc. engages in the value-added service of big data with strict academic ethics, from the acquisition of knowledge and prediction models to the establishment of auxiliary decision-making systems, so that your data can be used to create maximum value. Doctor How Inc. provides fast, accurate and optimized data services, enabling researchers to shorten the time of research and the customized services of jointly developed systems for helping the industry reduce the cost and risk in educating technicians of AI technology.