Research Divisions & Centers
Today’s AI revolution has been driven by a simple belief: that machines can surpass human intelligence by learning from vast amounts of cheaply collected big data processed by high-speed computers. This belief, centered around deep learning, has led to remarkable progress and widespread success. However, in this pursuit, crucial elements have been left behind—human experience, tacit knowledge held only by a few experts, and data that are rare or costly to obtain. In our lab, we challenge this trend by turning our focus to small data. By actively integrating human expertise and implicit knowledge into data analysis, we aim to uncover new insights and create value that big data alone cannot provide. Our goal is to apply small data analysis to the development of next-generation medical devices, medical AI, and the deeper understanding of complex diseases.
Member
Biomedical Data Science(Fujiwara Lab)
Research Themes： Development of Medical Devices and Medical AI Utilizing Small Data
Research Keywords： Medical device, Medical AI / Biosignal processing / Human-machine systems / Small data analysis
Graduate School： Graduate School of Life Science
Major： Transdisciplinary Life Science Course
Phone： 011-706-9414
Room： 05-106-2 , Northern Campus Building No.5
Email： Please hover your mouse pointer here.
External Sites： research map Researcher database
Research Themes： Development of visible-light photoswitches for on-demand drug activation
Research Keywords： Organic synthesis / Photoswitches / Azobenzene / Chirality / Photopharmacology / Photomedicine / Heterocycles / Visible light
Graduate School： Graduate School of Life Science
Major： Transdisciplinary Life Science Course
Phone： 011-706-9350
Room： 04-108 , Institute for Integrated Innovations(Sousei bldg.)
Email： Please hover your mouse pointer here.
External Sites： research map Researcher database
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External Sites： research map
