Deep Neural Network for Reducing the Screening Workload in Systematic Reviews for Clinical Guidelines: Algorithm Validation Study

Tomohide Yamada   ^{1, 2 *} , MD, PhD ;   Daisuke Yoneoka   ^{3 *} , PhD ;   Yuta Hiraike   ⁴ , MD, PhD ;   Kimihiro Hino   ⁵ , PhD ;   Hiroyoshi Toyoshiba   ⁵ , PhD ;   Akira Shishido   ⁵ ;   Hisashi Noma   ⁶ , PhD ;   Nobuhiro Shojima   ² , MD, PhD ;   Toshimasa Yamauchi   ² , MD, PhD

¹ University Institute for Population Health, King’s College London, London, United Kingdom

² Department of Diabetes and Metabolic Diseases, Graduate School of Medicine, University of Tokyo, Tokyo, Japan

³ Graduate School of Public Health, St Luke's International University, Tokyo, Japan

⁴ Department of Cell Biology, Harvard Medical School, Boston, MA, United States

⁵ FRONTEO Healthcare Inc, Tokyo, Japan

⁶ Department of Data Science, The Institute of Statistical Mathematics, Tokyo, Japan

*these authors contributed equally