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): | |
| Classification: |
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| 082 | 0 | 4 | |a 616.07/54 |2 23 |
| 084 | 0 | |a HCR - Imaging techniques in medicine | |
| 245 | 0 | 0 | |a Medical imaging : |b artificial intelligence, image recognition, and machine learning techniques |h [E-Book] / |c [edited by] KC Santosh, Sameer Antani, DS Guru, Nilanjan Dey. |
| 264 | 1 | |a Boca Raton, FL : |b CRC Press, |c 2020 |e (TaylorFrancis) |f TF20201013 | |
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| 505 | |a A Novel Stacked Model Ensemble for Improved TB Detection in Chest Radiographs -- The Role of Artificial Intelligence (AI) in Medical Imaging: General Radiologic and Urologic Applications -- Early Detection of Epileptic Seizures Based on Scalp EEG Signals -- Fractal Analysis in Histology Classification of Non-Small Cell Lung Cancer -- Multi-Feature-Based Classification of Osteoarthritis in Knee Joint X-Ray Images -- Detection and Classification of Non-Proliferative Diabetic Retinopathy Lesions -- Segmentation and Analysis of CT Images for Bone Fracture Detection and Labeling -- A Systematic Review of 3D Imaging in Biomedical Applications -- A Review on the Evolution of Comprehensive Information for Digital Sliding of Pathology and Medical Image Segmentation -- Pathological Medical Image Segmentation: A Quick Review Based on Parametric Techniques | ||
| 520 | |a 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. | ||
| 596 | |a 1 | ||
| 650 | 0 | |a Diagnostic imaging. | |
| 650 | 4 | |a artificial intelligence | |
| 650 | 4 | |a image analysis | |
| 650 | 4 | |a image processing | |
| 650 | 4 | |a imaging technique | |
| 650 | 4 | |a learning | |
| 700 | 1 | |a Santosh, K. C., |e editor | |
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