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Jiancai Lin

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Multimodal Transformer Fusion of Clinical Information, Medical Text, and Pituitary MRI 2.5D Deep Learning Features for Differentiating Growth Hormone Deficiency and Idiopathic Short Stature

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By Kaixiang Zhang, Zhejiang Province, Zongyi Wu, Jiaxu Jia, Chengbin Huang, Jiancai Lin, Jiasen Hu, Yehang Zhu, Lei Yang
| Academic Radiology Verified
ABBREVIATIONS AUC (Area Under Curve) BMI (Body Mass Index) CI (Confidence Interval) CNN (Convolutional Neural Network) DCA (Decision Curve Analysis) DL (Deep Learning) FT3 (Free Triiodothyronine) FT4 (Free Thyroxine) GHD (Growth Hormone Deficiency) IGF-1 (Insulin-like Growth Factor 1) IGFBP-3 (Insulin-like Growth Factor Binding Protein 3) ISS (Idiopathic Short Stature) LASSO (Least Absolute Shrinkage and Selection Operator) LR (Logistic Regression) MM (Multimodal) MRI (Magnetic Resonance...
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