Medical imaging : artificial intelligence, image recognition, and machine learning techniques / / [edited by] KC Santosh, Sameer Antani, DS Guru, Nilanjan Dey

• Pubblicazione: Boca Raton : , : Taylor & Francis, a CRC title, part of the Taylor & Francis imprint, a member of the Taylor & Francis Group, the academic division of T&F Informa, plc, , 2020
• Edizione: 1st edition
• Descrizione fisica: 1 online resource (250 pages)
• Disciplina: 616.0754
• Soggetto topico: Diagnostic imaging
• Persona (resp. second.): SantoshK. C.
• Nota di bibliografia: Includes bibliographical references and index.
• Sommario/riassunto: The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked generalization models, TB type detection using slice separation approach, brain tumor image segmentation via deep learning, mammogram mass separation, epileptic seizures, breast ultrasound images, knee joint x-ray images, bone fracture detection and labeling, and diabetic retinopathy. It also reviews 3D imaging in biomedical applications and pathological medical imaging.
• Titolo autorizzato: Medical Imaging
• ISBN: 0-429-64249-0; 0-429-02941-1; 0-429-63932-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910813944803321
• Lo trovi qui: Univ. Federico II