Histopathological image analysis in medical decision making

"This book addresses the major techniques of segmentation, features extraction and classification, and pattern recognition for the histopathological images as well as their use to support computer-aided systems. It also introduces the analysis of the histopathological images using artificial ne...

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Bibliographic Details
Other Authors: Dey, Nilanjan, 1984-, Ashour, Amira, 1975-, Kalia, Harihar, Goswami, R. T., Das, Himansu
Format: eBook
Language:English
Published: Hershey, PA IGI Global, [2019]
Subjects:
Online Access:EBSCOhost
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049 |a MAIN 
245 0 0 |a Histopathological image analysis in medical decision making  |c Nilanjan Dey, Amira S. Ashour, Harihar Kalia, R.T. Goswami, and Himansu Das, editors. 
264 1 |a Hershey, PA  |b IGI Global,  |c [2019] 
300 |a 1 online resource. 
500 |a "Premier reference source."--on cover. 
504 |a Includes bibliographical references. 
520 |a "This book addresses the major techniques of segmentation, features extraction and classification, and pattern recognition for the histopathological images as well as their use to support computer-aided systems. It also introduces the analysis of the histopathological images using artificial neural network and other machine learning techniques"--Provided by publisher. 
505 0 |a Deep learning based classification and diagnosis of Alzheimer's disease / Rekh Janghel -- A novel approach of K-SVD based algorithm for image denoising / G. Madhu, Sudipta Rudra -- Hepatoprotective activity of the bi-herbal extract in carbon tetra chloride (CCl4) induced hepatoxicity : a study of histopathological image analysis / Sujatha Kesavan, Rajeswary Hari, C. Kamatchi -- Classification and detection of breast cancer using hybrid evolutionary model / Rekh Janghel -- Prediction of heart disease using random forest and rough set based feature selection / Indu Yekkala -- Analysis of medical images using fractal geometry / Soumya Nayak, Jibitesh Mishra -- Computerized identification of brain abnormal lesions and analysis from MRI of brain : medical images processing and analysis techniques / Sudipta Roy, Debnath Bhattacharyya, Samir Bandyopadhyay, Tai-hoon Kim -- Analysis of mitigation/defense mechanisms against distributed denial of service attacks / Nileshsingh Thakur. 
588 0 |a Print version record. 
653 0 |a Diagnostic imaging. 
653 0 |a Pattern recognition systems. 
653 0 |a Histology  |x Technique. 
653 1 2 |a Histological Techniques 
653 1 2 |a Image Processing, Computer-Assisted 
653 2 2 |a Clinical Decision-Making 
653 2 2 |a Pattern Recognition, Automated 
653 2 |a Diagnostic Imaging 
653 6 |a Imagerie pour le diagnostic. 
653 6 |a Reconnaissance des formes (Informatique) 
653 6 |a Histologie  |x Technique. 
653 7 |a HEALTH & FITNESS / Diseases / General  |2 bisacsh 
653 7 |a MEDICAL / Clinical Medicine  |2 bisacsh 
653 7 |a MEDICAL / Diseases  |2 bisacsh 
653 7 |a MEDICAL / Evidence-Based Medicine  |2 bisacsh 
653 7 |a MEDICAL / Internal Medicine  |2 bisacsh 
653 7 |a Diagnostic imaging.  |2 fast  |0 (OCoLC)fst00892354 
653 7 |a Pattern recognition systems.  |2 fast  |0 (OCoLC)fst01055266 
655 0 |a EBSCO eBooks  |9 905790 
655 4 |a Electronic books.  |9 899821 
700 1 |a Dey, Nilanjan,  |d 1984-  |9 908872 
700 1 |a Ashour, Amira,  |d 1975-  |9 908873 
700 1 |a Kalia, Harihar,  |9 908874 
700 1 |a Goswami, R. T.,  |9 908875 
700 1 |a Das, Himansu,  |9 908876 
856 4 0 |3 EBSCOhost  |u https://www.lib.tsu.ru/limit/2023/EBSCO/1880490.pdf 
856 |y Перейти в каталог НБ ТГУ  |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1012096 
910 |a EBSCO eBooks 
999 |c 1012096  |d 1012096 
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