Anatomical information Article Attention Automated segmentation method Biological organs Carcinoma, Non-Small-Cell Lung Computed Tomography (PET-CT) Computerized tomography Convolutional Neural Network (CNN), Multimodal Image Segmentation, Positron Emission Tomography Convolutional neural networks Critical elements Deep learning Diseases Humans Image segmentation Lung Neoplasms Neural Networks, Computer Non small cell lung cancer Positron Emission Tomography Computed Tomography Positron emission tomography Similarity coefficients Soft tissue sarcoma Spatial attention Tumor segmentation Tumors artificial intelligence attention deep learning diagnostic imaging gadolinium