Contrast-Enhanced CT-Based Deep Learning and Habitat Radiomics for Analysing the Predictive Capability for Oral Squamous Cell Carcinoma - Liu, Qilin; Liang, Zhuang; Qi, Xiaoshuang; Yang, Shuwen; Fu, Binyang; Dong, Hui (International dental journal, 2025)
Keywords: Deep learning; Dentistry; Oral squamous cell carcinoma; Precision medicine; Radiomics; Scientific Research Report; CNN; DL; CECT; LNM-DL Model; IBSI; Radiomics; Deep learning; LNM-H Model; Precision medicine; LNM-C Model; LNM-Cli model; LBP; OSCC; ROC; AI; P-C Model; Oral squamous cell carcinoma; SLNB; ROI; GLCM; P-Cli Model; FCN; P-H Model; CLNM; P-DL Model; sentinel lymph node biopsy; Lymph Node Metastasis Deep Learning Model; oral squamous cell cancer; Lymph Node Metastasis Habitat Model; Pathological Typing Deep Learning Model; Pathological Typing Clinical Model; pathological typing combined model; artificial intelligence; cervical lymph node metastasis; Lymph Node Metastasis Clinical Model; fully connected neural network; local binary patterns; receiver operating characteristic; Lymph Node Metastasis Combined model; contrast-enhanced CT; gray-level co-occurrence matrix; regions of interest; convolutional neural network; Imaging Biomarker Standardisation Initiative; Pathological Typing Habitat Model