Search Results for author: Daiju Ueda

Found 2 papers, 0 papers with code

Data Set Terminology of Artificial Intelligence in Medicine: A Historical Review and Recommendation

no code implementations30 Apr 2024 Shannon L. Walston, Hiroshi Seki, Hirotaka Takita, Yasuhito Mitsuyama, Shingo Sato, Akifumi Hagiwara, Rintaro Ito, Shouhei Hanaoka, Yukio Miki, Daiju Ueda

This narrative review aims to give historical context for these terms, accentuate the importance of clarity when these terms are used in medical AI contexts, and offer solutions to mitigate misunderstandings by readers from either field.

Nervus: A Comprehensive Deep Learning Classification, Regression, and Prognostication Tool for both Medical Image and Clinical Data Analysis

no code implementations12 Dec 2022 Toshimasa Matsumoto, Shannon L Walston, Yukio Miki, Daiju Ueda

We have created Nervus, which is a comprehensive and flexible model library that is easy to use for medical imaging research which can handle grayscale images, multi-inputs and multi-label tasks.

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