Early detection of neurological disorders using machine learning systems

"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.

Bibliographic Details
Other Authors: Paul, Sudip, 1984-, Bhattacharya, Pallab, 1978-, Bit, Arindam, 1985-
Format: eBook
Language:English
Published: Hershey, PA Medical Information Science Reference, [2019]
Series:Advances in medical technologies and clinical practice book series.
Subjects:
Online Access:EBSCOhost
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245 0 0 |a Early detection of neurological disorders using machine learning systems  |c Sudip Paul, Pallab Bhattacharya, and Arindam Bit, editors. 
264 1 |a Hershey, PA  |b Medical Information Science Reference,  |c [2019] 
300 |a 1 online resource  |b illustrations. 
490 1 |a Advances in medical technologies and clinical practice book series 
504 |a Includes bibliographical references. 
505 0 |a 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. 
520 |a "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. 
588 0 |a Print version record. 
653 0 |a Nervous system  |x Diseases  |x Diagnosis. 
653 0 |a Machine learning. 
653 0 |a Diagnosis  |x Data processing. 
653 1 2 |a Nervous System Diseases  |x diagnosis. 
653 2 2 |a Machine Learning. 
653 2 2 |a Diagnosis, Computer-Assisted. 
653 2 2 |a Big Data. 
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 
655 0 |a EBSCO eBooks  |9 905790 
655 4 |a Electronic books.  |9 899821 
700 1 |a Paul, Sudip,  |d 1984-  |9 909104 
700 1 |a Bhattacharya, Pallab,  |d 1978-  |9 909105 
700 1 |a Bit, Arindam,  |d 1985-  |9 909106 
830 0 |a Advances in medical technologies and clinical practice book series.  |9 900145 
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