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Record Nr. |
UNINA9910813944803321 |
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Titolo |
Medical imaging : artificial intelligence, image recognition, and machine learning techniques / / [edited by] KC Santosh, Sameer Antani, DS Guru, Nilanjan Dey |
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Pubbl/distr/stampa |
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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 |
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ISBN |
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0-429-64249-0 |
0-429-02941-1 |
0-429-63932-5 |
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Edizione |
[1st edition] |
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Descrizione fisica |
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1 online resource (250 pages) |
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Disciplina |
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Soggetti |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Sommario/riassunto |
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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. |
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