UID:
almahu_9949383762402882
Format:
1 online resource
ISBN:
9780429029417
,
0429029411
,
9780429642494
,
0429642490
,
9780429636158
,
0429636156
,
9780429639326
,
0429639325
Content:
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.
Note:
Preface -- Editors -- 1. A novel stacked model ensemble for improved TB detection in chest radiographs / -- 2. The role of artificial intelligence (AI) in medical imaging: general radiologic and urologic applications -- 3. Early detection of epileptic seizures based on scalp EEG signals -- 4. Fractal analysis in histology classification of non-small cell lung cancer -- 5. Multi-feature-based classification of osteoarthritis in knee joint X-ray images -- 6. Detection and classification of non-proliferative diabetic retinopathy lesions -- 7. Segmentation and analysis of CT images for bone fracture detection and labeling -- 8. A systematic review of 3D imaging in biomedical applications -- 9. Review on the evolution of comprehensive information for digital sliding of pathology and medical image segmentation -- 10. Pathological medical image segmentation: a quick review based on parametric techniques -- Index.
Additional Edition:
Print version: Medical imaging. 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 ISBN 9780367139612
Language:
English
Keywords:
Electronic books.
;
Electronic books.
URL:
https://www.taylorfrancis.com/books/9780429029417
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