
Big Data in Psychiatry and Neurology
Resources
Description
Key Features
- Discusses longitudinal big data and risk factors surrounding the development of psychiatric disorders
- Analyzes methods in using big data to treat psychiatric and neurological disorders
- Describes the role machine learning can play in the analysis of big data
- Demonstrates the various methods of gathering big data in medicine
- Reviews how to apply big data to genetics
Readership
Researchers and students in Psychiatry and Neurology designing protocols; Clinicians involved in clinical trials
Table of Contents
1. Best practices for supervised machine learning when examining biomarkers in clinical populations
Benjamin G. Schultz, Zaher Joukhadar, Usha Nattala, Maria del Mar Quiroga, Francesca Bolk, and Adam P. Vogel2. Big data in personalized healthcare
Lidong Wang and Cheryl Alexander3. Longitudinal data analysis: The multiple indicators growth curve model approach
Thierno M.O. Diallo and Ahmed A. Moustafa4. Challenges and solutions for big data in personalized healthcare
Tim Hulsen5. Data linkages in epidemiology
Sinead Moylett6. Neutrosophic rule-based classification system and its medical applications
Sameh H. Basha, Areeg Abdalla, and Aboul Ella Hassanien7. From complex to neural networks
Nicola Amoroso and Loredana Bellantuono8. The use of Big Data in psychiatry—The role of administrative databases
Manuel Goncalves-Pinho and Alberto Freitas9. Predicting the emergence of novel psychoactive substances with big data
Robert Todd Perdue and James Hawdon10. Hippocampus segmentation in MR images: Multiatlas methods and deep learning methods
Hancan Zhu, Shuai Wang, Liangqiong Qu, and Dinggang Shen11. A scalable medication intake monitoring system
Diane Myung-Kyung Woodbridge and Kevin Bengtson Wong12. Evaluating cascade prediction via different embedding techniques for disease mitigation
Abhinav Choudhury, Shubham Shakya, Shruti Kaushik, and Varun Dutt13. A two-stage classification framework for epileptic seizure prediction using EEG wavelet-based features
Sahar Elgohary, Mahmoud I. Khalil, and Seif Eldawlatly14. Visual neuroscience in the age of big data and artificial intelligence
Kohitij Kar15. Application of big data and artificial intelligence approaches in diagnosis and treatment of neuropsychiatric diseases
Qiurong Song, Tianhui Huang, Xinyue Wang, Jingxiao Niu, Wang Zhao, Haiqing Xu, and Long Lu16. Leveraging big data to augment evidence-informed precise public health response
G.V. Asokan and Mohammed Yousif Abbas Mohammed17. How big data analytics is changing the face of precision medicine in women‘s health
Maryam Panahiazar, Maryam Karimzadehgan, Roohallah Alizadehsani, Dexter Hadley, and Ramin E. Beygui
Product details
- No. of pages: 384
- Language: English
- Copyright: © Academic Press 2021
- Published: June 11, 2021
- Imprint: Academic Press
- Paperback ISBN: 9780128228845
- eBook ISBN: 9780128230022
About the Editor
Ahmed Moustafa
Affiliations and Expertise
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