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For: Akar SA, Kara S, Latifoğlu F, Bilgiç V. Investigation of the noise effect on fractal dimension of EEG in schizophrenia patients using wavelet and SSA-based approaches. Biomed Signal Process Control 2015;18:42-8. [DOI: 10.1016/j.bspc.2014.11.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Number Cited by Other Article(s)
1
Ruiz de Miras J, Casali AG, Massimini M, Ibáñez-Molina AJ, Soriano MF, Iglesias-Parro S. FDI: A MATLAB tool for computing the fractal dimension index of sources reconstructed from EEG data. Comput Biol Med 2024;179:108871. [PMID: 39002315 DOI: 10.1016/j.compbiomed.2024.108871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 07/08/2024] [Accepted: 07/08/2024] [Indexed: 07/15/2024]
2
Guo Z, Wang J, Jing T, Fu L. Investigating the interpretability of schizophrenia EEG mechanism through a 3DCNN-based hidden layer features aggregation framework. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024;247:108105. [PMID: 38447316 DOI: 10.1016/j.cmpb.2024.108105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 02/07/2024] [Accepted: 02/26/2024] [Indexed: 03/08/2024]
3
Singh J, Singh S, Gupta S, Chavan BS. Cognitive Remediation and Schizophrenia: Effects on Brain Complexity. Neurosci Lett 2023;808:137268. [PMID: 37100222 DOI: 10.1016/j.neulet.2023.137268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 04/10/2023] [Accepted: 04/20/2023] [Indexed: 04/28/2023]
4
Lord B, Allen JJB. Evaluating EEG complexity metrics as biomarkers for depression. Psychophysiology 2023:e14274. [PMID: 36811526 DOI: 10.1111/psyp.14274] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 12/23/2022] [Accepted: 01/13/2023] [Indexed: 02/24/2023]
5
Lau ZJ, Pham T, Chen SHA, Makowski D. Brain entropy, fractal dimensions and predictability: A review of complexity measures for EEG in healthy and neuropsychiatric populations. Eur J Neurosci 2022;56:5047-5069. [PMID: 35985344 PMCID: PMC9826422 DOI: 10.1111/ejn.15800] [Citation(s) in RCA: 69] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 07/20/2022] [Accepted: 08/10/2022] [Indexed: 01/11/2023]
6
Roughness Scaling Extraction Accelerated by Dichotomy-Binary Strategy and Its Application to Milling Vibration Signal. MATHEMATICS 2022. [DOI: 10.3390/math10071105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
7
Hu H, Pu Z, Wang P. A flexible and accurate method for electroencephalography rhythms extraction based on circulant singular spectrum analysis. PeerJ 2022;10:e13096. [PMID: 35345585 PMCID: PMC8957273 DOI: 10.7717/peerj.13096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 02/20/2022] [Indexed: 01/12/2023]  Open
8
EEG-Based Identification of Emotional Neural State Evoked by Virtual Environment Interaction. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;19:ijerph19042158. [PMID: 35206341 PMCID: PMC8872045 DOI: 10.3390/ijerph19042158] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/11/2022] [Accepted: 02/11/2022] [Indexed: 11/17/2022]
9
Shamsi E, Ahmadi-Pajouh MA, Seifi Ala T. Higuchi fractal dimension: An efficient approach to detection of brain entrainment to theta binaural beats. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102580] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
10
Ismael AM, Alçin ÖF, Abdalla KH, Şengür A. Two-stepped majority voting for efficient EEG-based emotion classification. Brain Inform 2020;7:9. [PMID: 32940803 PMCID: PMC7498529 DOI: 10.1186/s40708-020-00111-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Accepted: 09/08/2020] [Indexed: 12/24/2022]  Open
11
Performance of machine learning methods applied to structural MRI and ADAS cognitive scores in diagnosing Alzheimer’s disease. Biomed Signal Process Control 2019. [DOI: 10.1016/j.bspc.2018.08.009] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
12
Embedding Dimension Selection for Adaptive Singular Spectrum Analysis of EEG Signal. SENSORS 2018;18:s18030697. [PMID: 29495415 PMCID: PMC5877194 DOI: 10.3390/s18030697] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 02/14/2018] [Accepted: 02/22/2018] [Indexed: 11/16/2022]
13
Hu H, Guo S, Liu R, Wang P. An adaptive singular spectrum analysis method for extracting brain rhythms of electroencephalography. PeerJ 2017;5:e3474. [PMID: 28674650 PMCID: PMC5493032 DOI: 10.7717/peerj.3474] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 05/29/2017] [Indexed: 11/20/2022]  Open
14
Yu Y, Zhao Y, Si Y, Ren Q, Ren W, Jing C, Zhang H. Estimation of the cool executive function using frontal electroencephalogram signals in first-episode schizophrenia patients. Biomed Eng Online 2016;15:131. [PMID: 27884145 PMCID: PMC5123362 DOI: 10.1186/s12938-016-0282-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Accepted: 11/16/2016] [Indexed: 11/10/2022]  Open
15
Akar SA, Kara S, Agambayev S, Bilgic V. Nonlinear analysis of EEG in major depression with fractal dimensions. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2016;2015:7410-3. [PMID: 26738004 DOI: 10.1109/embc.2015.7320104] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
16
A Hybrid Multi-Step Rolling Forecasting Model Based on SSA and Simulated Annealing—Adaptive Particle Swarm Optimization for Wind Speed. SUSTAINABILITY 2016. [DOI: 10.3390/su8080754] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
17
Juneja A, Rana B, Agrawal R. A combination of singular value decomposition and multivariate feature selection method for diagnosis of schizophrenia using fMRI. Biomed Signal Process Control 2016. [DOI: 10.1016/j.bspc.2016.02.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
18
Akdemir Akar S, Kara S, Agambayev S, Bilgiç V. Nonlinear analysis of EEGs of patients with major depression during different emotional states. Comput Biol Med 2015;67:49-60. [PMID: 26496702 DOI: 10.1016/j.compbiomed.2015.09.019] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Revised: 09/22/2015] [Accepted: 09/24/2015] [Indexed: 12/23/2022]
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