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DDC 616.8/0475
E 11
Early detection of neurological disorders using machine learning systems / / Sudip Paul, Pallab Bhattacharya, and Arindam Bit, editors. - Hershey, PA : : Medical Information Science Reference,, ©2019. - 1 online resource : : il. - (Advances in medical technologies and clinical practice book series). - Includes bibliographical references. - URL: https://library.dvfu.ru/lib/document/SK_ELIB/41AA37F5-CB4C-46F3-8B1D-D885B2FB8422
. - ISBN 9781522585688 (electronic bk.). - ISBN 1522585680 (electronic bk.)
Print version record.
Параллельные издания: Print version: : Early detection of neurological disorders using machine learning systems. - Hershey, PA : Medical Information Science Reference, [2020]. - ISBN 9781522585671
Содержание:
Epileptic seizure detection and classification using machine learning -- Rekh Janghel, Yogesh Rathore, Gautam Tiparti -- A study on basal ganglia circuit and its relation with movement disorders / Ankita Tiwari, Raghuvendra Tripathi, Dinesh Bhatia -- Social media analytics to predict depression level in the users / Mohammad Shahid Husain -- Tremor identification using machine learning in Parkinson's disease -- Angana Saikia, Vinayak Majhi, Masaraf Hussain, Sudip Paul, Amitava Datta -- Soft computing based early detection of Parkinson's disease using non-invasive method based on speech analysis / Chandrasekar Ravi -- Neurofeedback -retrain the brain / Meena Gupta, Dinesh Bhatia -- Neurocognitive mechanisms for detecting early phase of depressive disorder analysis of event related potentials in human brain / Shashikanta Tarai -- Intelligent big data analytics in health : big data analytics in health / Ebru Bayrak, Pinar Kirci -- Motor imagery classification using EEG signals for brain computer interface applications / Subrota Mazumdar, Rohit Chaudharya, Suruchi Suruchi, Suman Mohanty, Divya Kumari, Aleena Swetapadma -- Mapping the intellectual structure of the field neurological disorders : a bibliometric analysis / S. Ravikmar -- Medical image segmentation an advanced approach / Ramgopal Kashyapdia.
Рубрики: Nervous system--Diseases--Diagnosis.
Machine learning.
Diagnosis--Data processing.
Nervous System Diseases--diagnosis.
Machine Learning.
Diagnosis, Computer-Assisted.
Big Data.
HEALTH & FITNESS / Diseases / General
MEDICAL / Clinical Medicine
MEDICAL / Diseases
MEDICAL / Evidence-Based Medicine
MEDICAL / Internal Medicine
Аннотация: "This book examines the role of machine learning systems in the detection of neurological disorders such as Alzheimer disease, Parkinson's disease, schizophrenia, and depression"--Provided by publisher.
Доп.точки доступа:
Paul, Sudip, (1984-) \editor.\
Bhattacharya, Pallab, (1978-) \editor.\
Bit, Arindam, (1985-) \editor.\