An open competition involving thousands of competitors failed to construct useful abstract classifiers for new diagnostic test accuracy systematic reviews

In conclusion, we were unable to develop an abstract classifier with sufficient recall for immediate application to new DTA systematic reviews. Further studies are needed to update and validate classifiers with datasets from other clinical areas.

Source: Research Synthesis Methods - June 20, 2023 Category: Chemistry Authors: Yuki Kataoka, Shunsuke Taito, Norio Yamamoto, Ryuhei So, Yusuke Tsutsumi, Keisuke Anan, Masahiro Banno, Yasushi Tsujimoto, Yoshitaka Wada, Shintaro Sagami, Hiraku Tsujimoto, Takashi Nihashi, Motoki Takeuchi, Teruhiko Terasawa, Masahiro Iguch Tags: RESEARCH ARTICLE Source Type: research