Computational Intelligence in Medical Imaging

CI Techniques & Algorithms for a Variety of Medical Imaging SituationsDocuments recent advances and stimulates further researchA compilation of the latest trends in the field, Computational Intelligence in Medical Imaging: Techniques and ...

Computational Intelligence in Medical Imaging

Computational Intelligence in Medical Imaging

CI Techniques & Algorithms for a Variety of Medical Imaging Situations Documents recent advances and stimulates further research A compilation of the latest trends in the field, Computational Intelligence in Medical Imaging: Techniques and Applications explores how intelligent computing can bring enormous benefit to existing technology in medical image processing as well as improve medical imaging research. The contributors also cover state-of-the-art research toward integrating medical image processing with artificial intelligence and machine learning approaches. The book presents numerous techniques, algorithms, and models. It describes neural networks, evolutionary optimization techniques, rough sets, support vector machines, tabu search, fuzzy logic, a Bayesian probabilistic framework, a statistical parts-based appearance model, a reinforcement learning-based multistage image segmentation algorithm, a machine learning approach, Monte Carlo simulations, and intelligent, deformable models. The contributors discuss how these techniques are used to classify wound images, extract the boundaries of skin lesions, analyze prostate cancer, handle the inherent uncertainties in mammographic images, and encapsulate the natural intersubject anatomical variance in medical images. They also examine prostate segmentation in transrectal ultrasound images, automatic segmentation and diagnosis of bone scintigraphy, 3-D medical image segmentation, and the reconstruction of SPECT and PET tomographic images.

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Computational Intelligence in Medical Imaging
Language: en
Pages: 504
Authors: G. Schaefer, A. Hassanien, J. Jiang
Categories: Computers
Type: BOOK - Published: 2009-03-24 - Publisher: CRC Press

CI Techniques & Algorithms for a Variety of Medical Imaging Situations Documents recent advances and stimulates further research A compilation of the latest trends in the field, Computational Intelligence in Medical Imaging: Techniques and Applications explores how intelligent computing can bring enormous benefit to existing technology in medical image processing
Computational Intelligence in Biomedical Imaging
Language: en
Pages: 406
Authors: Kenji Suzuki
Categories: Computers
Type: BOOK - Published: 2013-11-19 - Publisher: Springer Science & Business Media

Computational Intelligence in Biomedical Imaging is a comprehensive overview of the state-of-the-art computational intelligence research and technologies in biomedical images with emphasis on biomedical decision making. Biomedical imaging offers useful information on patients’ medical conditions and clues to causes of their symptoms and diseases. Biomedical images, however, provide a large
Medical Imaging
Language: en
Pages: 238
Authors: K.C. Santosh, Sameer Antani, DS Guru, Nilanjan Dey
Categories: Computers
Type: BOOK - Published: 2019-08-20 - Publisher: CRC Press

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
Artificial Intelligence in Medicine
Language: en
Pages: 568
Authors: Lei Xing, Maryellen L. Giger, James K Min
Categories: Business & Economics
Type: BOOK - Published: 2020-09-16 - Publisher: Academic Press

Artificial Intelligence Medicine: Technical Basis and Clinical Applications presents a comprehensive overview of the field, ranging from its history and technical foundations, to specific clinical applications and finally to prospects. Artificial Intelligence (AI) is expanding across all domains at a breakneck speed. Medicine, with the availability of large multidimensional datasets,
Advancement of Machine Intelligence in Interactive Medical Image Analysis
Language: en
Pages: 329
Authors: Om Prakash Verma, Sudipta Roy, Subhash Chandra Pandey, Mamta Mittal
Categories: Computers
Type: BOOK - Published: 2019-12-11 - Publisher: Springer Nature

The book discusses major technical advances and research findings in the field of machine intelligence in medical image analysis. It examines the latest technologies and that have been implemented in clinical practice, such as computational intelligence in computer-aided diagnosis, biological image analysis, and computer-aided surgery and therapy. This book provides

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