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Buch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Modern medical imaging systems provide information about the patient's health condition. Their precision, resolution and sensitivity are increasing, and new possibilities of differentiating the condition of tissue are constantly appearing. These advances are also taking place in musculoskeletal imaging. Increasingly accurate imaging in various modalities allows us to discover new relationships between the image and the diagnosis. It is therefore important to use all this information to best serve the patient. That is why research related to the analysis of medical images is so important, because it allows us to indicate what is invisible to the naked eye or to quantify what has so far been measured by humans or subject to discretionary assessment. This collection includes 25 works related to the analysis of images created during diagnostics of the musculoskeletal system using various modalities-from X-ray and fluoroscopy to conventional or spectral computed tomography, magnetic resonance imaging, ultrasound, elastography, PET/CT and systems for analyzing patient mechanics. Research was carried out related to the detection of various conditions, parameterization of clinical and population phenomena, and detection of image-clinical condition relationships. Despite the current popularity of machine learning techniques, the collection is dominated by classic engineering methods related to image processing. Several works use textural analysis, which has not been appreciated so far, which is particularly related to the imaging of the structure, especially of bones.…

Buch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This Reprint discusses the increasing significance of computer-aided diagnosis in modern healthcare, emphasizing its benefits for both medical professionals and patients. It highlights the growing role of automation in supporting human tasks, particularly in image analysis, facilitated by artificial intelligence (AI) networks capable of performing multilayer pattern analyses. AI algorithms aid image segmentation, class assignment, and result description, leading to the standardization of diagnostic processes and optimalization of workflows. The implementation of AI enhances medical specialists' efficiency, thereby improving healthcare quality. The proposed selection of scientific papers presents the diversity of AI approaches and techniques for various computing systems, focusing on their applications in diagnostic imaging within the medical field. This Reprint aims to present current knowledge on AI methods in medical systems, fostering the exchange and understanding of AI's technical aspects and applications in modern radiology and medical image processing.…

Buch. Condizione: Neu. Artificial Intelligence in Medical Imaging and Image Processing | Buch | Englisch | 2024 | MDPI AG | EAN 9783725812592 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.