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Big Data in Psychiatry and Neurology
A comprehensive, up-to-date overview on the field of big data in psychiatry and neurology
Ahmed Moustafa (Edited by)
9780128228845
Paperback, published 16 June 2021
384 pages
22.9 x 15.1 x 2.4 cm, 0.57 kg
Approx.360 pages
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. Vogel 2. Big data in personalized healthcare Lidong Wang and Cheryl Alexander 3. Longitudinal data analysis: The multiple indicators growth curve model approach Thierno M.O. Diallo and Ahmed A. Moustafa 4. Challenges and solutions for big data in personalized healthcare Tim Hulsen 5. Data linkages in epidemiology Sinead Moylett 6. Neutrosophic rule-based classification system and its medical applications Sameh H. Basha, Areeg Abdalla, and Aboul Ella Hassanien 7. From complex to neural networks Nicola Amoroso and Loredana Bellantuono 8. The use of Big Data in psychiatry—The role of administrative databases Manuel Goncalves-Pinho and Alberto Freitas 9. Predicting the emergence of novel psychoactive substances with big data Robert Todd Perdue and James Hawdon 10. Hippocampus segmentation in MR images: Multiatlas methods and deep learning methods Hancan Zhu, Shuai Wang, Liangqiong Qu, and Dinggang Shen 11. A scalable medication intake monitoring system Diane Myung-Kyung Woodbridge and Kevin Bengtson Wong 12. Evaluating cascade prediction via different embedding techniques for disease mitigation Abhinav Choudhury, Shubham Shakya, Shruti Kaushik, and Varun Dutt 13. A two-stage classification framework for epileptic seizure prediction using EEG wavelet-based features Sahar Elgohary, Mahmoud I. Khalil, and Seif Eldawlatly 14. Visual neuroscience in the age of big data and artificial intelligence Kohitij Kar 15. 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 Lu 16. Leveraging big data to augment evidence-informed precise public health response G.V. Asokan and Mohammed Yousif Abbas Mohammed 17. 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
Subject Areas: Neurosciences [PSAN]