Neural networks for medical image segmentation
Sobirdjon Radjabov, Akhmad Khashimov, Elmurod Urinov, Shukrullo Kakharov
20212021 International Conference on Information Science and Communications Technologies (ICISCT)14 citationsDOI
Abstract
This article focuses on the methods of segmentation of images of the human abdomen, the main emphasis is on the methods of segmentation based on neural networks. The structure of neural network architectures, which are now widely used for medical imaging, has been researched and compared based on experimental studies.
Topics & Concepts
Computer scienceSegmentationImage segmentationArtificial intelligenceArtificial neural networkMedical imagingComputer visionScale-space segmentationImage (mathematics)Segmentation-based object categorizationPattern recognition (psychology)Medical Image Segmentation TechniquesAI in cancer detectionAdvanced X-ray and CT Imaging