Application of Artificial Intelligence (AI) in medicine

Aiming for a highly reliable diagnostic imaging support system

With the increasing importance of early diagnosis of diseases, daignostic support technologies for artificial intelligence (AI) such as deep learning continue to evolve day by day. In our Laboratory, we are working on optimizing AI models and learning methods that take into account the physical mechanism of image features in order to improve the reliability of diagnostic systems for ultrasound and X-ray images using AI technology. We are also aiming to create a mechanism that allows computers and people to collabrate efficiently by developing technology that visualizes the uncertainty of AI predictions results.