Capsule endoscopy (CE) is indicated as a first-line clinical examination for the detection of small-bowel pathology, and there is an ever-growing drive for it to become a method for the …
Abstract Convolutional Neural Networks (CNNs) are widely adopted in the automatic analysis of abnormalities in medical imaging applications. Although CNN structures are …
Several studies have addressed the problem of abnormality detection in medical images using computer-based systems. The impact of such systems in clinical practice and in the …
This doctoral thesis explores computational approaches for signal analysis and information extraction. In view of scientific challenges for developing innovative solutions with a broad …