000			02672 a2200229 4500
999			_c10758 _d10758
020			_a9780128200247
050			_aTA1637 _b.ADV 2020
100			_aKoundal, Deepika _eeditor
245	0	0	_aAdvances in computational techniques for biomedical image analysis: _bmethods and applications / _cDeepika Koundal and Savita Gupta.
264		1	_aCambridge : _bElsevier, _c2020.
300			_a308pages cm
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
504			_aincludes index
505			_aSECTION I OVERVIEW 1. Computational techniques in biomedical image analysis: overview SECTION II IMAGE PREPROCESSING AND SEGMENTATION TECHNIQUES 2. Multimodal medical image fusion using deep learning 3. Medical image fusion framework for neuro brain analysis 4. Automated detection of intracranial hemorrhage in noncontrast head computed tomography 5. Segmentation techniques for the diagnosis of intervertebral disc diseases SECTION III MEDICAL IMAGE CLASSIFICATION AND ANALYSIS 6. Heartbeat sound classification using Melfrequency cepstral coefficients and deep convolutional neural network 7. Comparative analysis of classification techniques for brain magnetic resonance imaging images 8. Hybrid feature selection-based feature fusion for liver disease classification on ultrasound images SECTION IV BIOMEDICAL IMAGE COMPRESSION AND TRANSMISSION 9. Discrete cosine transform 10. Segmentation-based compression techniques for medical images 11. Systematic survey of compression algorithms in medical imaging SECTION V BIOMEDICAL IMAGE SECURITY 12. Multilevel medical image encryption for secure communication 13. A modified digital signature algorithm to improve the biomedical image integrity in cloud environment 14. Medical imaging security and forensics: a systematic literature review
520			_a"Advances in Computational Techniques for Biomedical Image Analysis: Methods and Applications focuses on post-acquisition challenges such as image enhancement, detection of edges and objects, analysis of shape, quantification of texture and sharpness, and pattern analysis. It discusses the archiving and transfer of images, presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing. It examines various feature detection and segmentation techniques, together with methods for computing a registration or normalization transformation"--
650			_aDiagnostic imaging Digital techniques
700	1		_aGupta, Savita, _eeditor.
942			_2lcc _cBK _h1637 _iADV _kTA