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Comparative Analysis of Convolutional Neural Networks and Traditional Machine Learning Models for IVF Live Birth Prediction: a Retrospective Analysis of 48514 IVF Cycles and an Evaluation of Deployment Feasibility in Resource-Constrained Settings

Yu Liu, Yi Wang, Kai Huang,Hao Shi,Hang Xin,Shanjun Dai, Jinhao Liu, Xinhong Yang, Jianyuan Song,Fuli Zhang,Yihong Guo

Frontiers in endocrinology(2025)

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Key words
assisted reproductive technology,machine learning,deep learning,convolutional neural network,artificial intelligence,resource-limited settings
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