Machine learning-based delta check method for detecting misidentification errors in tumor marker tests.

Seok, Hyeon Seok; Choi, Yuna; Yu, Shinae; Shin, Kyung-Hwa; Kim, Sollip; Shin, Hangsik

Seok, Hyeon Seok; Choi, Yuna; Yu, Shinae; Shin, Kyung-Hwa; Kim, Sollip; Shin, Hangsik.

Affiliation

Seok HS; Interdisciplinary Program of Biomedical Engineering, Chonnam National University, Yeosu, Republic of Korea.
Choi Y; Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Yu S; Department of Laboratory Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea.
Shin KH; Department of Laboratory Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea.
Kim S; Department of Laboratory Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Shin H; Department of Digital Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.

Clin Chem Lab Med ; 2023 Dec 14.

Article in En | MEDLINE | ID: mdl-38095534

Key words

artificial intelligence; autoverification; deep neural network; delta check; machine learning; tumor markers

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Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Clin Chem Lab Med Journal subject: QUIMICA CLINICA / TECNICAS E PROCEDIMENTOS DE LABORATORIO Year: 2023 Type: Article

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