Medical imaging : artificial intelligence, image recognition, and machine learning techniques / [edited by] KC Santosh, Sameer Antani, DS Guru, Nilanjan Dey.
Contributor(s): Santosh, K. C [editor.]
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Material type: 
BookPublisher: 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, 2020Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9780429029417; 0429029411; 9780429642494; 0429642490; 9780429636158; 0429636156; 9780429639326; 0429639325.Subject(s): Diagnostic imaging | COMPUTERS / Machine Theory | TECHNOLOGY / Electricity | TECHNOLOGY / Imaging SystemsDDC classification: 616.07/54 Online resources: Taylor & Francis | OCLC metadata license agreement Summary: 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.
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.
OCLC-licensed vendor bibliographic record.
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