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Biomedical image analysis and mining techniques for improved health outcomes /

"This book addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation, highlighting current research intended to advance the medical field"--Provided by publisher.

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Bibliographic Details
Corporate Authors: IGI Global
Group Author: Karaa, Wahiba Ben Abdessalem, 1966- (Editor); Dey, Nilanjan, 1984- (Editor)
Published: IGI Global,
Publisher Address: Hershey, Pa. :
Publication Dates: [2016]
Literature type: eBook
Language: English
Subjects:
Diagnostic imaging > Digital techniques.
Image processing > Digital techniques.
Data mining.
Image Processing, Computer-Assisted > methods.
Data Mining > methods.
Diagnostic Imaging.
Biomedical information retrieval
Brain-computer interfaces
Computer-aided detection (CAD) and diagnosis
Content-based image retrieval
Medical and biological imaging
Medical images and signal analysis
Molecular and cellular image analysis
Segmentation of medical images
Online Access: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-8811-7
Summary: "This book addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation, highlighting current research intended to advance the medical field"--Provided by publisher.
Carrier Form: PDFs (414 pages) : illustrations
Bibliography: Includes bibliographical references and index.
ISBN: 9781466688124
Access: Restricted to subscribers or individual electronic text purchasers.
Index Number: RC78
CLC: R445
Contents: Biomedical image processing overview / Monia Mannai Mannai, Wahiba Ben Abdessalem Kar aa -- Application of genetic algorithm in denoising MRI images clouded with Rician noise / Debajyoti Misra, Ankur Ganguly, Dewaki Nandan Tibarewala -- A review on brain imaging techniques for BCI applications / Saugat Bhattacharyya [and 4 others] -- iCellFusion: tool for fusion and analysis of live-cell images from time-lapse multimodal microscopy / Jo ao Santinha [and 9 others] -- A simple non-invasive automated heart rate monitoring system using facial images / Humaira Nisar, Zhen Yao Lim, Kim Ho Yeap -- Compressed sensing and its application in CT and EEG / Sajib Saha, Murat Tahtali -- Visual perception from object scanning as revealed by electrooculography / Anwesha Banerjee [and 3 others] -- Mining of medical trends using social networks / Shruti Kohli, Sonia Saini -- Medical image mining using fuzzy connectedness image segmentation: efficient retrieval of patients' stored images / Amol P. Bhagat, Mohammad Atique -- Classification approach for breast cancer detection using back propagation neural network: a study / Aindrila Bhattacherjee [and 5 others] -- Multimodal indexing and information retrieval in medical image mammographies: digital learning based on Gabor filters model / Sahbi Sidhom, Noureddine Bourkache, Mourad Laghrouche -- Data mining-based CBIR system / Shruti Kohli, Vijay Shankar Gupta --
Computational intelligence-based cell nuclei segmentation from pap smear images / Savitha Balakrishnan, Subashini Parthasarathy, Krishnaveni Marimuthu -- Molecular dynamics simulations for biological systems / Prerna Priya [and 3 others] -- Prediction and detection of epileptic seizure / Mohammad Zavid Parvez, Manoranjan Paul -- Electromyography-based functional electrical stimulation (FES) in rehabilitation / Poulami Ghosh [and 3 others].

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