Cancer Prevention Through Early Detection

Chapter 1 A Deep Attention-Multiple Instance Learning Framework to Predict Survival of Soft-Tissue Sarcoma from Whole Slide Images

Chapter 2 Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification

Chapter 3 Fully Automated CAD System for Lung Cancer Detection and Classification Using 3D Residual U-Net with multi-Region Proposal Network (mRPN) in CT Images

Chapter 4 Image Captioning for Automated Grading and Understanding of Ulcerative Colitis

Chapter 5 Multispectral 3D Masked Autoencoders for Anomaly Detection in Non-Contrast Enhanced Breast MRI

Chapter 6 Non-redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer

Chapter 7 Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores

Chapter 8 MoSID: Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation

Chapter 10 ColNav: Real-Time Colon Navigation for Colonoscopy

Chapter 11 Modeling Barrett’s Esophagus Progression Using Geometric Variational Autoencoders