Computer Vision and Machine Intelligence in Medical Image Analysis

This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26โ€“27 February 2019.

Computer Vision and Machine Intelligence in Medical Image Analysis

Computer Vision and Machine Intelligence in Medical Image Analysis

This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26โ€“27 February 2019. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to a broad range of application areas, including lung and chest x-ray, breast CAD, microscopy and pathology. The studies included mainly focus on the detection of events from biomedical signals.

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Computer Vision and Machine Intelligence in Medical Image Analysis
Language: en
Pages: 150
Authors: Mousumi Gupta, Debanjan Konar, Siddhartha Bhattacharyya, Sambhunath Biswas
Categories: Computers
Type: BOOK - Published: 2019-08-28 - Publisher: Springer Nature

This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26โ€“27 February 2019. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to
Deep Learning for Medical Image Analysis
Language: en
Pages: 458
Authors: S. Kevin Zhou, Hayit Greenspan, Dinggang Shen
Categories: Computers
Type: BOOK - Published: 2017-01-18 - Publisher: Academic Press

Deep learning is providing exciting solutions for medical image analysis problems and is seen as 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
Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities
Language: en
Pages: 271
Authors: Chakraborty, Shouvik, Mali, Kalyani
Categories: Computers
Type: BOOK - Published: 2020-03-13 - Publisher: IGI Global

Computer vision and object recognition are two technological methods that are frequently used in various professional disciplines. In order to maintain high levels of quality and accuracy of services in these sectors, continuous enhancements and improvements are needed. The implementation of artificial intelligence and machine learning has assisted in the
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
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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