Multiscale Multimodal Medical Imaging

Chapter 1 $$\mathrm {M^{2}F}$$ M 2 F : A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis

Chapter 2 Visual Modalities Based Multimodal Fusion for Surgical Phase Recognition

Chapter 3 Cross-Scale Attention Guided Multi-instance Learning for Crohn’s Disease Diagnosis with Pathological Images

Chapter 4 Vessel Segmentation via Link Prediction of Graph Neural Networks

Chapter 5 A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset

Chapter 6 Liver Segmentation Quality Control in Multi-sequence MR Studies

Chapter 7 Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI

Chapter 8 Gabor Filter-Embedded U-Net with Transformer-Based Encoding for Biomedical Image Segmentation

Chapter 10 Coordinate Translator for Learning Deformable Medical Image Registration

Chapter 11 Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation

Chapter 12 Improved Multi-modal Patch Based Lymphoma Segmentation with Negative Sample Augmentation and Label Guidance on PET/CT Scans