Enhancing Patient Selection in Sepsis Clinical Trials Design Through an AI Enrichment Strategy: Algorithm Development and Validation

• मुख्य लेखकों: Meicheng Yang (लेखक), Jinqiang Zhuang (लेखक), Wenhan Hu (लेखक), Jianqing Li (लेखक), Yu Wang (लेखक), Zhongheng Zhang (लेखक), Chengyu Liu (लेखक), Hui Chen (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2024-09-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

BackgroundSepsis is a heterogeneous syndrome, and enrollment of more homogeneous patients is essential to improve the efficiency of clinical trials. Artificial intelligence (AI) has facilitated the identification of homogeneous subgroups, but how to estimate the uncertainty of the model outputs when...