Medical Imaging and Computer-Aided Diagnosis Proceeding of 2020 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2020)

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 developm...

Full description

Bibliographic Details
Other Authors: Su, Ruidan (Editor), Liu, Han (Editor)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2020, 2020
Edition:1st ed. 2020
Series:Lecture Notes in Electrical Engineering
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
LEADER 02566nmm a2200373 u 4500
001 EB001899500
003 EBX01000000000000001062409
005 00000000000000.0
007 cr|||||||||||||||||||||
008 200810 ||| eng
020 |a 9789811551994 
100 1 |a Su, Ruidan  |e [editor] 
245 0 0 |a Medical Imaging and Computer-Aided Diagnosis  |h Elektronische Ressource  |b Proceeding of 2020 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2020)  |c edited by Ruidan Su, Han Liu 
250 |a 1st ed. 2020 
260 |a Singapore  |b Springer Nature Singapore  |c 2020, 2020 
300 |a X, 244 p. 107 illus., 76 illus. in color  |b online resource 
505 0 |a Optical and Photo-acoustic Imaging -- Image Analysis and Signal Processing -- Shape Representation and Analysis -- Image Reconstruction -- Imaging and Genomics -- Image Guided Surgery -- Image-Guided Interventions and Surgery -- Segmentation -- Pattern recognition -- Feature extraction -- Classifier design -- Machine learning including deep learning -- Radiomics -- CAD workstation design -- Human-computer interaction 
653 |a Computer vision 
653 |a Biomedical engineering 
653 |a Radiology 
653 |a Computer Vision 
653 |a Biomedical Engineering and Bioengineering 
653 |a Signal, Speech and Image Processing 
653 |a Signal processing 
653 |a Automated Pattern Recognition 
653 |a Pattern recognition systems 
700 1 |a Liu, Han  |e [editor] 
041 0 7 |a eng  |2 ISO 639-2 
989 |b Springer  |a Springer eBooks 2005- 
490 0 |a Lecture Notes in Electrical Engineering 
028 5 0 |a 10.1007/978-981-15-5199-4 
856 4 0 |u https://doi.org/10.1007/978-981-15-5199-4?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 610.28 
520 |a 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.