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For: Lee SB, Kim YJ, Hwang S, Son H, Lee SK, Park KI, Kim YG. Predicting Parkinson's disease using gradient boosting decision tree models with electroencephalography signals. Parkinsonism Relat Disord 2022;95:77-85. [PMID: 35051896 DOI: 10.1016/j.parkreldis.2022.01.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 01/11/2022] [Accepted: 01/11/2022] [Indexed: 12/22/2022]
Number Cited by Other Article(s)
1
Zhang Y, Xu J, Zhang C, Zhang X, Yuan X, Ni W, Zhang H, Zheng Y, Zhao Z. Community screening for dementia among older adults in China: a machine learning-based strategy. BMC Public Health 2024;24:1206. [PMID: 38693495 PMCID: PMC11062005 DOI: 10.1186/s12889-024-18692-7] [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: 11/05/2023] [Accepted: 04/23/2024] [Indexed: 05/03/2024]  Open
2
Siuly S, Khare SK, Kabir E, Sadiq MT, Wang H. An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network. Comput Biol Med 2024;174:108462. [PMID: 38599069 DOI: 10.1016/j.compbiomed.2024.108462] [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: 10/13/2023] [Revised: 04/07/2024] [Accepted: 04/07/2024] [Indexed: 04/12/2024]
3
Shin Y, Hwang S, Lee SB, Son H, Chu K, Jung KY, Lee SK, Park KI, Kim YG. Using spectral and temporal filters with EEG signal to predict the temporal lobe epilepsy outcome after antiseizure medication via machine learning. Sci Rep 2023;13:22532. [PMID: 38110465 PMCID: PMC10728218 DOI: 10.1038/s41598-023-49255-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 12/06/2023] [Indexed: 12/20/2023]  Open
4
Karakaş MF, Latifoğlu F. Distinguishing Parkinson's Disease with GLCM Features from the Hankelization of EEG Signals. Diagnostics (Basel) 2023;13:diagnostics13101769. [PMID: 37238253 DOI: 10.3390/diagnostics13101769] [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: 03/20/2023] [Revised: 04/30/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023]  Open
5
Nour M, Senturk U, Polat K. Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN. Comput Biol Med 2023;161:107031. [PMID: 37211002 DOI: 10.1016/j.compbiomed.2023.107031] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/05/2023] [Accepted: 05/10/2023] [Indexed: 05/23/2023]
6
Chen B, Xu M, Yu H, He J, Li Y, Song D, Fan GG. Detection of mild cognitive impairment in Parkinson's disease using gradient boosting decision tree models based on multilevel DTI indices. J Transl Med 2023;21:310. [PMID: 37158918 PMCID: PMC10165759 DOI: 10.1186/s12967-023-04158-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 04/25/2023] [Indexed: 05/10/2023]  Open
7
Li Y, Ma D, Chen D, Chen Y. ACP-GBDT: An improved anticancer peptide identification method with gradient boosting decision tree. Front Genet 2023;14:1165765. [PMID: 37065496 PMCID: PMC10090421 DOI: 10.3389/fgene.2023.1165765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 03/09/2023] [Indexed: 03/31/2023]  Open
8
Huang X, Huang Y, Li P. How do serum lipid levels change and influence progression-free survival in epithelial ovarian cancer patients receiving bevacizumab treatment? Front Oncol 2023;13:1168996. [PMID: 37064140 PMCID: PMC10090393 DOI: 10.3389/fonc.2023.1168996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 03/10/2023] [Indexed: 03/30/2023]  Open
9
Wu T, Kong X, Zhong Y, Chen L. Automatic detection of abnormal EEG signals using multiscale features with ensemble learning. Front Hum Neurosci 2022;16:943258. [PMID: 36204720 PMCID: PMC9532055 DOI: 10.3389/fnhum.2022.943258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 08/29/2022] [Indexed: 12/04/2022]  Open
10
Qiu L, Li J, Pan J. Parkinson’s disease detection based on multi-pattern analysis and multi-scale convolutional neural networks. Front Neurosci 2022;16:957181. [PMID: 35968382 PMCID: PMC9363757 DOI: 10.3389/fnins.2022.957181] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 06/30/2022] [Indexed: 11/13/2022]  Open
11
Ezazi Y, Ghaderyan P. Textural feature of EEG signals as a new biomarker of reward processing in Parkinson’s disease detection. Biocybern Biomed Eng 2022. [DOI: 10.1016/j.bbe.2022.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
12
EEG Classification of Normal and Alcoholic by Deep Learning. Brain Sci 2022;12:brainsci12060778. [PMID: 35741663 PMCID: PMC9220822 DOI: 10.3390/brainsci12060778] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/06/2022] [Accepted: 06/11/2022] [Indexed: 12/21/2022]  Open
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