AI-Driven Integration of Deep Learning With Lung Imaging, Functional Analysis, and Blood Gas Metrics for Perioperative Hypoxemia Prediction

This viewpoint article explores the transformative role of artificial intelligence (AI) in predicting perioperative hypoxemia through the integration of deep learning with multimodal clinical data, including lung imaging, pulmonary function tests, and arterial blood gas (ABG) analysis. Pe...

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Bibliographic Details
Main Authors: Kecheng Huang, Chujun Wu, Rongpeng Pi, Jieyu Fang
Format: Article
Language:English
Published: JMIR Publications 2025-08-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2025/1/e73995
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