Classification and clustering in biomedical signal processing
Başlık:
Classification and clustering in biomedical signal processing
ISBN:
9781522501411
Yayın Bilgileri:
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) : IGI Global, [2016]
Fiziksel Tanımlama:
PDFs (463 pages) : illustrations.
Contents:
Bag-of-features in microscopic images classification / Samsad Beagum, Amira S. Ashour, Nilanjan Dey -- An overview of machine learning in medical image analysis: trends in health informatics / Anand Narasimhamurthy -- The combination of adaptive filters to improve the quality of medical images in new wavelet domain / Nguyen Thanh Binh, Vo Thi Hong Tuyet -- Intensity-based classification and related methods in brain MR images / Luminita Moraru, Simona Moldovanu, Anjan Biswas -- GPU-based level set method for MRI brain tumor segmentation using modified probabilistic clustering / Ram Kumar [and 3 others] -- Classification of magnetic resonance image and segmentation of brain tissues for tumor detection / Manjula Pushparaj, Arokia Renjith J, Mohan Kumar P -- Analysis and comparison of developed 2D medical image database design using registration scheme, retrieval scheme, and bag-of-visual-words / Swarnambiga Ayyachamy -- Multimodal indexing and information retrieval system based on mammographic image analysis: Gabor model in digital learning / Sahbi Sidhom, Noureddine Bourkache, Mourad Laghrouche -- Effect of slow and fast music on the autonomic nervous system and cardiac health: a preliminary investigation / Suraj Kumar Nayak [and 7 others] -- Development of ultrasound imaging CAD tool for assessment of pathologies in supraspinatus tendon / Rishu Gupta, Irraivan Elamvazuthi, John George --
New imaging and computational technology as a guide for catheter ablation of incessant tachyarrhythmias / Carlo Pappone [and 3 others] -- An optimized graph-based metagenomic gene classification approach: metagenomic gene analysis / Md Sarwar Kamal [and 4 others] -- Classification of surface electromyogram signals acquired from the forearm of a healthy volunteer / Uvanesh K. [and 6 others] -- Development of a surface EMG-based control system for controlling assistive devices: a study on robotic vehicle / Uvanesh K. [and 6 others] -- Development of Bluetooth, Xbee, and wi-fi-based wireless control systems for controlling electric-powered robotic vehicle wheelchair prototype / Biswajeet Champaty [and 5 others] -- Wireless body area networks combined with mobile cloud computing in healthcare: a survey / Srijan Goswami [and 3 others].
Abstract:
"This book focuses on existing and proposed methods for medical imaging, signal processing, and analysis for the purposes of diagnosing and monitoring patient conditions, featuring the most recent empirical research findings in the areas of signal processing for biomedical applications with an emphasis on classification and clustering techniques"--Provided by publisher.
Elektronik Erişim:
Full Text Available From IGI Global 2016 Packages
Dil:
English