Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures

Chapter 1 Optimal Targeting Visualizations for Surgical Navigation of Iliosacral Screws

Chapter 2 Prediction of Type II Diabetes Onset with Computed Tomography and Electronic Medical Records

Chapter 3 A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography

Chapter 5 3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research

Chapter 6 Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision

Chapter 7 Single-Shot Deep Volumetric Regression for Mobile Medical Augmented Reality

Chapter 8 A Baseline Approach for AutoImplant: The MICCAI 2020 Cranial Implant Design Challenge

Chapter 9 Adversarial Prediction of Radiotherapy Treatment Machine Parameters

Chapter 10 Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data

Chapter 11 Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays

Chapter 12 LUCAS: LUng CAncer Screening with Multimodal Biomarkers

Chapter 13 Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound