Machine Learning and Stress Assessment: A Review
暂无分享,去创建一个
[1] Manolis Tsiknakis,et al. Stress and anxiety detection using facial cues from videos , 2017, Biomed. Signal Process. Control..
[2] Jerzy Bodurka,et al. Real-time fMRI neurofeedback training of the amygdala activity with simultaneous EEG in veterans with combat-related PTSD , 2018, NeuroImage: Clinical.
[3] Anna J. Watters,et al. Neurofeedback as an adjunct therapy for treatment of chronic posttraumatic stress disorder related to refugee trauma and torture experiences: two case studies , 2017, Australasian psychiatry : bulletin of Royal Australian and New Zealand College of Psychiatrists.
[4] Kevin B. Bennett,et al. Human Interaction with an "Intelligent" Machine , 1987, Int. J. Man Mach. Stud..
[5] Prabin Kumar Panigrahi,et al. A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services , 2011, ArXiv.
[6] K. Felmingham,et al. Eye tracking and physiological reactivity to threatening stimuli in posttraumatic stress disorder. , 2011, Journal of anxiety disorders.
[7] Aamir Saeed Malik,et al. Machine Learning Framework for the Detection of Mental Stress at Multiple Levels , 2017, IEEE Access.
[8] U. Rajendra Acharya,et al. An automated diagnosis of depression using three-channel bandwidth-duration localized wavelet filter bank with EEG signals , 2018, Cognitive Systems Research.
[9] Olga Sourina,et al. EEG Based Stress Monitoring , 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.
[10] Sheau-Ling Hsieh,et al. High-Performance Seizure Detection System Using a Wavelet-Approximate Entropy-fSVM Cascade With Clinical Validation , 2013, Clinical EEG and neuroscience.
[11] Houtan Jebelli,et al. EEG-based workers' stress recognition at construction sites , 2018, Automation in Construction.
[12] Davide Carneiro,et al. Monitoring Mental Stress Through Mouse Behaviour and Decision-Making Patterns , 2018, ISAmI.
[13] Sowjanya Gowrisankaran,et al. Asthenopia and Blink Rate Under Visual and Cognitive Loads , 2012, Optometry and vision science : official publication of the American Academy of Optometry.
[14] Bijan Raahemi,et al. Data mining EEG signals in depression for their diagnostic value , 2015, BMC Medical Informatics and Decision Making.
[15] A. Statnikov,et al. Quantitative forecasting of PTSD from early trauma responses: a Machine Learning application. , 2014, Journal of psychiatric research.
[16] Yanchun Zhang,et al. Exploring Sampling in the Detection of Multicategory EEG Signals , 2015, Comput. Math. Methods Medicine.
[17] Rajeev Sharma,et al. Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions , 2015, Expert Syst. Appl..
[18] Hiie Hinrikus,et al. Methods for classifying depression in single channel EEG using linear and nonlinear signal analysis , 2018, Comput. Methods Programs Biomed..
[19] J. E. Dise-lewis. The life events and coping inventory: an assessment of stress in children. , 1988, Psychosomatic medicine.
[20] R. Kessler,et al. Predicting posttraumatic stress disorder following a natural disaster. , 2018, Journal of psychiatric research.
[21] Aamir Saeed Malik,et al. Classification of EEG Signals Based on Pattern Recognition Approach , 2017, Front. Comput. Neurosci..
[22] Séverine Dubuisson,et al. Distinguish self- and hetero-perceived stress through behavioral imaging and physiological features , 2017, Progress in Neuro-Psychopharmacology and Biological Psychiatry.
[23] Adrian Basarab,et al. Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review , 2016, J. Biomed. Informatics.
[24] M. Balconi,et al. Effects of technology-mediated mindfulness practice on stress: psychophysiological and self-report measures , 2018, Stress.
[25] E. Sokhadze,et al. Neurofeedback Effects on Evoked and Induced EEG Gamma Band Reactivity to Drug-related Cues in Cocaine Addiction. , 2010, Journal of neurotherapy.
[26] F. Wallois,et al. REVIEW/MISE AU POINT EEG-NIRS in epilepsy in children and neonates EEG-SPIR chez les patients épileptiques , 2010 .
[27] J. Rajeswaran,et al. Cognitive rehabilitation in addictive disorders , 2018, Indian journal of psychiatry.
[28] J. Gradus. Posttraumatic Stress Disorder and Death From Suicide , 2018, Current Psychiatry Reports.
[29] F. Holsboer,et al. Stress and the brain: from adaptation to disease , 2005, Nature Reviews Neuroscience.
[30] I. Hovatta,et al. Brain activation induced by chronic psychosocial stress in mice , 2017, Scientific Reports.
[31] K. Koh,et al. Development of the Stress Response Inventory and Its Application in Clinical Practice , 2001, Psychosomatic medicine.
[32] Yan Li,et al. Designing a robust feature extraction method based on optimum allocation and principal component analysis for epileptic EEG signal classification , 2015, Comput. Methods Programs Biomed..
[33] Aamir Saeed Malik,et al. A physiological signal-based method for early mental-stress detection , 2018, Biomed. Signal Process. Control..
[34] Yong Peng,et al. EEG-based emotion classification using deep belief networks , 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).
[35] Mark B. Powers,et al. Ensemble machine learning prediction of posttraumatic stress disorder screening status after emergency room hospitalization. , 2018, Journal of anxiety disorders.