Women and Children Foundation Model Project
The target milestones for this grant period are to construct a foundational model that objectively visualizes pregnancy status using maternal composite biomarkers, and to complete a prototype with an eye toward developing medical devices applying this foundational model, planned for the next fiscal year and beyond. For the foundational model, emphasis is placed on enhancing generalization performance based on the characteristics of the acquired data. Specifically, we plan to expand and diversify the data volume through collaborative research scheduled to commence within the target period, thereby enhancing the model's accuracy and generalizability. Furthermore, we will simultaneously advance hardware and software optimization toward societal implementation, aiming to improve data processing performance tailored to real-world usage environments.
