001431985 000__ 04768cam\a2200601\a\4500
001431985 001__ 1431985
001431985 003__ OCoLC
001431985 005__ 20230309003416.0
001431985 006__ m\\\\\o\\d\\\\\\\\
001431985 007__ cr\un\nnnunnun
001431985 008__ 200926s2021\\\\si\\\\\\o\\\\\000\0\eng\d
001431985 019__ $$a1197839641$$a1202462136$$a1202470020$$a1237490959
001431985 020__ $$a9789811561412$$q(electronic bk.)
001431985 020__ $$a9811561419$$q(electronic bk.)
001431985 020__ $$z9811561400
001431985 020__ $$z9789811561405
001431985 0247_ $$a10.1007/978-981-15-6141-2$$2doi
001431985 0248_ $$a10.1007/978-981-15-6
001431985 035__ $$aSP(OCoLC)1197841924
001431985 040__ $$aYDX$$beng$$epn$$cYDX$$dGW5XE$$dEBLCP$$dNLW$$dLQU$$dOCLCO$$dOCLCF$$dSFB$$dOCLCO$$dOCLCQ$$dCOM$$dOCLCQ
001431985 049__ $$aISEA
001431985 050_4 $$aRC78.7.D53
001431985 08204 $$a616.07/54$$223
001431985 24500 $$aSignal and image processing techniques for the development of intelligent healthcare systems /$$cE. Priya, V. Rajinikanth, editors.
001431985 260__ $$aSingapore :$$bSpringer,$$c2021.
001431985 300__ $$a1 online resource
001431985 336__ $$atext$$btxt$$2rdacontent
001431985 337__ $$acomputer$$bc$$2rdamedia
001431985 338__ $$aonline resource$$bcr$$2rdacarrier
001431985 5050_ $$aChapter 1. An Integrated Design of Fuzzy C-Means and NCA based Multi-Properties Features Reduction for Brain Tumor Recognition.- Chapter 2. Hybrid Image Processing based Examination of 2D Brain MRI Slices to Detect Brain Tumour/Stroke Section -- A Study.- Chapter 3. Edge Enhancing Coherence Diffusion Filter for Level Set Segmentation and Asymmetry Analysis using Curvelets in Breast Thermograms.- Chapter 4. Lung Cancer Diagnosis Based on Image Fusion and prediction using CT and PET image.- Chapter 5. Segmentation and Validation of Infrared Breast Images using Weighted Level Set and Phase Congruency Edge Map Framework.- Chapter 6. Analysis of Material Profile for Polymer Based Mechanical Microgripper for Thin Plate Holding.- Chapter 7. Design and Testing of Elbow Actuated Wearable Robotic Arm for Muscular Disorders.- Chapter 8. A Comprehensive Study of Image Fusion Techniques and Their Applications.- Chapter 9. Multilevel Mammogram Image Analysis for Identifying Outliers, Misclassification using Machine Learning.- Chapter 10. A Review on Automatic Detection of Retinal Lesions in Fundus Images for Diabetic Retinopathy.- Chapter 11. Medical Image Watermarking: A Review on Wavelet Based Methods.- Chapter 12. EEG Signal Extraction Analysis Techniques.- Chapter 13. Classification of sEMG Signal based Arm Action using Convolutional Neural Network.- Chapter 14. An Automated Approach for the Identification of TB Images Enhanced by Non-uniform Illumination Correction.
001431985 506__ $$aAccess limited to authorized users.
001431985 520__ $$aThis book comprehensively reviews the various automated and semi-automated signal and image processing techniques, as well as deep-learning-based image analysis techniques, used in healthcare diagnostics. It highlights a range of data pre-processing methods used in signal processing for effective data mining in remote healthcare, and discusses pre-processing using filter techniques, noise removal, and contrast-enhanced methods for improving image quality. The book discusses the status quo of artificial intelligence in medical applications, as well as its future. Further, it offers a glimpse of feature extraction methods for reducing dimensionality and extracting discriminatory information hidden in biomedical signals. Given its scope, the book is intended for academics, researchers and practitioners interested in the latest real-world technological innovations.
001431985 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 19, 2020).
001431985 650_0 $$aDiagnostic imaging$$xDigital techniques.
001431985 650_0 $$aDiagnostic imaging$$xData processing.
001431985 650_0 $$aSignal processing$$xDigital techniques.
001431985 650_0 $$aImage processing$$xDigital techniques.
001431985 650_0 $$aArtificial intelligence$$xMedical applications.
001431985 650_6 $$aImagerie pour le diagnostic$$xTechniques numériques.
001431985 650_6 $$aImagerie pour le diagnostic$$xInformatique.
001431985 650_6 $$aTraitement du signal$$xTechniques numériques.
001431985 650_6 $$aTraitement d'images$$xTechniques numériques.
001431985 650_6 $$aIntelligence artificielle en médecine.
001431985 655_0 $$aElectronic books.
001431985 7001_ $$aPriya, E.
001431985 7001_ $$aRajinikanth, Venkatesan.
001431985 77608 $$iPrint version:$$tSignal and image processing techniques for the development of intelligent healthcare systems.$$dSingapore : Springer, 2021$$z9811561400$$z9789811561405$$w(OCoLC)1154086501
001431985 852__ $$bebk
001431985 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-15-6141-2$$zOnline Access$$91397441.1
001431985 909CO $$ooai:library.usi.edu:1431985$$pGLOBAL_SET
001431985 980__ $$aBIB
001431985 980__ $$aEBOOK
001431985 982__ $$aEbook
001431985 983__ $$aOnline
001431985 994__ $$a92$$bISE