Cancer Prevention Through Early Detection

Chapter 1 3D-Morphomics, Morphological Features on CT Scans for Lung Nodule Malignancy Diagnosis

Chapter 2 Self-supervised Approach for a Fully Assistive Esophageal Surveillance: Quality, Anatomy and Neoplasia Guidance

Chapter 3 Multi-scale Deformable Transformer for the Classification of Gastric Glands: The IMGL Dataset

Chapter 4 Parallel Classification of Cells in Thinprep Cytology Test Image for Cervical Cancer Screening

Chapter 5 REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection

Chapter 6 Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours

Chapter 7 Knowledge Distillation with a Class-Aware Loss for Endoscopic Disease Detection

Chapter 8 IF 3 : An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps

Chapter 9 A CAD System for Real-Time Characterization of Neoplasia in Barrett’s Esophagus NBI Videos

Chapter 10 Efficient Out-of-Distribution Detection of Melanoma with Wavelet-Based Normalizing Flows

Chapter 11 Robust Colorectal Polyp Characterization Using a Hybrid Bayesian Neural Network

Chapter 12 Active Data Enrichment by Learning What to Annotate in Digital Pathology

Chapter 13 Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett’s Neoplasia Detection

Chapter 14 Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features

Chapter 15 Strategising Template-Guided Needle Placement for MR-targeted Prostate Biopsy

Chapter 16 Semantic-Aware Registration with Weakly-Supervised Learning