Medical imaging : artificial intelligence, image recognition, and machine learning techniques /
[edited by] KC Santosh, Sameer Antani, DS Guru, Nilanjan Dey.
- 1 online resource.
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.
9780429029417 0429029411 9780429642494 0429642490 9780429636158 0429636156 9780429639326 0429639325
Diagnostic imaging.
COMPUTERS / Machine Theory
TECHNOLOGY / Electricity
TECHNOLOGY / Imaging Systems
RC78.7.D53 / M43215 2020eb
616.07/54
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.
9780429029417 0429029411 9780429642494 0429642490 9780429636158 0429636156 9780429639326 0429639325
Diagnostic imaging.
COMPUTERS / Machine Theory
TECHNOLOGY / Electricity
TECHNOLOGY / Imaging Systems
RC78.7.D53 / M43215 2020eb
616.07/54