Machine Learning and AI Techniques in Interactive Medical Image Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Machine Learning and AI Techniques in Interactive Medical Image Analysis write by Lipismita Panigrahi. This book was released on 2023. Machine Learning and AI Techniques in Interactive Medical Image Analysis available in PDF, EPUB and Kindle. "The healthcare industry is predominantly moving towards affordable, accessible, and quality health care and this book investigates how organizations are striving hard to build communication compatibility among the wide range of devices that have operated independently and therefore boosting the research in the medical imaging field"--
Advancement of Machine Intelligence in Interactive Medical Image Analysis
Advancement of Machine Intelligence in Interactive Medical Image Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advancement of Machine Intelligence in Interactive Medical Image Analysis write by Om Prakash Verma. This book was released on 2019-12-11. Advancement of Machine Intelligence in Interactive Medical Image Analysis available in PDF, EPUB and Kindle. 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 insights into the basic science involved in processing, analysing, and utilising all aspects of advanced computational intelligence in medical decision-making based on medical imaging.
Machine Learning and AI Techniques in Interactive Medical Image Analysis
Machine Learning and AI Techniques in Interactive Medical Image Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Machine Learning and AI Techniques in Interactive Medical Image Analysis write by Panigrahi, Lipismita. This book was released on 2022-09-16. Machine Learning and AI Techniques in Interactive Medical Image Analysis available in PDF, EPUB and Kindle. The healthcare industry is predominantly moving towards affordable, accessible, and quality health care. All organizations are striving to build communication compatibility among the wide range of devices that have operated independently. Recent developments in electronic devices have boosted the research in the medical imaging field. It incorporates several medical imaging techniques and achieves an important goal for health improvement all over the world. Despite the significant advances in high-resolution medical instruments, physicians cannot always obtain the full amount of information directly from the equipment outputs, and a large amount of data cannot be easily exploited without a computer. Machine Learning and AI Techniques in Interactive Medical Image Analysis discusses how clinical efficiency can be improved by investigating the different types of intelligent techniques and systems to get more reliable and accurate diagnostic conclusions. This book further introduces segmentation techniques to locate suspicious areas in medical images and increase the segmentation accuracy. Covering topics such as computer-aided detection, intelligent techniques, and machine learning, this premier reference source is a dynamic resource for IT specialists, computer scientists, diagnosticians, imaging specialists, medical professionals, hospital administrators, medical students, medical technicians, librarians, researchers, and academicians.
Deep Learning for Medical Image Analysis
Deep Learning for Medical Image Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Deep Learning for Medical Image Analysis write by S. Kevin Zhou. This book was released on 2023-12-01. Deep Learning for Medical Image Analysis available in PDF, EPUB and Kindle. Deep Learning for Medical Image Analysis, Second Edition is a great learning resource for academic and industry researchers and graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Deep learning provides exciting solutions for medical image analysis problems and is a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component are applied to medical image detection, segmentation, registration, and computer-aided analysis. · Covers common research problems in medical image analysis and their challenges · Describes the latest deep learning methods and the theories behind approaches for medical image analysis · Teaches how algorithms are applied to a broad range of application areas including cardiac, neural and functional, colonoscopy, OCTA applications and model assessment · Includes a Foreword written by Nicholas Ayache
Medical Imaging
Medical Imaging - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Medical Imaging write by K.C. Santosh. This book was released on 2019-08-20. Medical Imaging available in PDF, EPUB and Kindle. 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.
