Development and Validation of Multimodal Models to Predict the 30-Day Mortality of ICU Patients Based on Clinical Parameters and Chest X-Rays
Jiaxi Lin, Yang Jin, Minyue Yin, Yuxiu Tang, Liquan Chen, Chang Xu, Shiqi Zhu, Jingwen Gao, Lu Liu, Xiaolin Liu, Chenqi Gu, Zhou Huang, Wei Yao, Jinzhou Zhu
Topics & Concepts
MedicineReceiver operating characteristicF1 scoreArtificial intelligenceConvolutional neural networkPredictive modellingMachine learningInternal medicineComputer scienceCOVID-19 diagnosis using AIMachine Learning in HealthcareSepsis Diagnosis and Treatment