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Titlebook: Medical Imaging and Computer-Aided Diagnosis; Proceeding of 2020 I Ruidan Su,Han Liu Conference proceedings 2020 Springer Nature Singapore

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书目名称Medical Imaging and Computer-Aided Diagnosis
副标题Proceeding of 2020 I
编辑Ruidan Su,Han Liu
视频video
概述Offers a valuable reference guide for both students and professional researchers in related fields of medical imaging and computer-aided diagnosis (CAD).Interprets current trends in the field and make
丛书名称Lecture Notes in Electrical Engineering
图书封面Titlebook: Medical Imaging and Computer-Aided Diagnosis; Proceeding of 2020 I Ruidan Su,Han Liu Conference proceedings 2020 Springer Nature Singapore
描述.This book covers virtually all aspects of image formation in medical imaging, including systems based on ionizing radiation (x-rays, gamma rays) and non-ionizing techniques (ultrasound, optical, thermal, magnetic resonance, and magnetic particle imaging) alike. In addition, it discusses the development and application of computer-aided detection and diagnosis (CAD) systems in medical imaging. ..Given its coverage, the book provides both a forum and valuable resource for researchers involved in image formation, experimental methods, image performance, segmentation, pattern recognition, feature extraction, classifier design, machine learning / deep learning, radiomics, CAD workstation design, human–computer interaction, databases, and performance evaluation.  .
出版日期Conference proceedings 2020
关键词Optical and Photo-acoustic Imaging; Shape Representation and Analysis; Image Reconstruction; Computer A
版次1
doihttps://doi.org/10.1007/978-981-15-5199-4
isbn_softcover978-981-15-5201-4
isbn_ebook978-981-15-5199-4Series ISSN 1876-1100 Series E-ISSN 1876-1119
issn_series 1876-1100
copyrightSpringer Nature Singapore Pte Ltd. 2020
The information of publication is updating

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Deep Learning for Mental Illness Detection Using Brain SPECT Imaging,the brain. The data consists in scans from patients with attention deficit hyperactivity disorder (ADHD), major depressive disorder (MDD) and obsessive compulsive disorder (OCD), plus scans of healthy brains. We focus here on the application of a deep convolutional neural network (CNN). The main cha
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Improved Brain Tumor Segmentation and Diagnosis Using an SVM-Based Classifier,thods of various diseases. Machine Learning has advanced so much and provides benefits like enhanced efficiency and fast decision making which prove to be crucial in the field of medical diagnosis. One of the highly deemed research fields which happen to be greatly affected by this advance is the fi
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Segment Medical Image Using U-Net Combining Recurrent Residuals and Attention, medical image segmentation technology not only affects the development of other related technologies in medical image processing, such as visualization 3D reconstruction, but in the analysis of biomedical images also occupies an extremely important position. With the application of deep learning al
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