Shenzhen Research Institute of Big Data

LiteFDNet: A Lightweight Deep Network for Cardiotocography-Based Fetal Distress Detection

This retrospective single-center study developed and evaluated LiteFDNet, a lightweight deep neural network for intrapartum fetal distress detection from cardiotocography (CTG). All eligible deliveries from April 2014 to December 2024 were included under IRB approval (LGECH-2023-...