Medical imaging : artificial intelligence, image recognition, and machine learning techniques [E-Book] / [edited by] KC Santosh, Sameer Antani, DS Guru, Nilanjan Dey.
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 generali...
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| Personal Name(s): | Santosh, K. C., editor |
| Imprint: |
Boca Raton, FL :
CRC Press,
2020
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| Physical Description: |
1 online resource |
| Note: |
englisch |
| ISBN: |
9780429029417 |
| DOI: |
10.1201/9780429029417 |
| Subject (ZB): | |
| Subject (LOC): | |
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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. |