Machine Learning Classification of Inflammatory Bowel Disease in Children Based on a Large Real-World Pediatric Cohort CEDATA-GPGE® Registry

Frontiers in Medicine

Klaus-Peter Zimmer¹  Jan de Laffolie¹  Keywan Sohrabi²  Patrick Fischer³  Henning Schneider³  Nicolas Schneider³ 

[1] Department of Pediatrics, Justus-Liebig-University Giessen, Gießen, Germany;Faculty of Health, Technical University of Applied Sciences Mittelhessen, Gießen, Germany;Institute of Medical Informatics, Justus-Liebig-University Giessen, Gießen, Germany;

关键词: pediatric inflammatory bowel disease;    machine learning;    diagnostic assistance;    convolutional neural network;    CEDATA-GPGE registry;   

DOI  :  10.3389/fmed.2021.666190

来源: Frontiers

【 授权许可】

CC BY