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For: Mirsadeghi M, Behnam H, Shalbaf R, Jelveh Moghadam H. Characterizing Awake and Anesthetized States Using a Dimensionality Reduction Method. J Med Syst 2015;40:13. [PMID: 26573650 DOI: 10.1007/s10916-015-0382-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2015] [Accepted: 10/15/2015] [Indexed: 11/30/2022]
Number Cited by Other Article(s)
1
Shukla A, Salma A, Patel D, David John J, Kantamneni R, Patel T, Kantamaneni K. Harnessing Artificial Intelligence (AI) in Anaesthesiology: Enhancing Patient Outcomes and Clinical Efficiency. Cureus 2024;16:e73383. [PMID: 39659330 PMCID: PMC11631157 DOI: 10.7759/cureus.73383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2024] [Indexed: 12/12/2024]  Open
2
Zeng S, Qing Q, Xu W, Yu S, Zheng M, Tan H, Peng J, Huang J. Personalized anesthesia and precision medicine: a comprehensive review of genetic factors, artificial intelligence, and patient-specific factors. Front Med (Lausanne) 2024;11:1365524. [PMID: 38784235 PMCID: PMC11111965 DOI: 10.3389/fmed.2024.1365524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024]  Open
3
Gairola S, Solanki SL, Patkar S, Goel M. Artificial Intelligence in Perioperative Planning and Management of Liver Resection. Indian J Surg Oncol 2024;15:186-195. [PMID: 38818006 PMCID: PMC11133260 DOI: 10.1007/s13193-024-01883-4] [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: 09/18/2023] [Accepted: 01/16/2024] [Indexed: 06/01/2024]  Open
4
Garg S, Kapoor MC. Role of artificial intelligence in perioperative monitoring in anaesthesia. Indian J Anaesth 2024;68:87-92. [PMID: 38406328 PMCID: PMC10893801 DOI: 10.4103/ija.ija_1198_23] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 02/27/2024]  Open
5
Langeron O, Castoldi N, Rognon N, Baillard C, Samama CM. How anesthesiology can deal with innovation and new technologies? Minerva Anestesiol 2024;90:68-76. [PMID: 37526467 DOI: 10.23736/s0375-9393.23.17464-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
6
Li H, Jia M, Mao Z. Dynamic Feature Extraction-Based Quadratic Discriminant Analysis for Industrial Process Fault Classification and Diagnosis. ENTROPY (BASEL, SWITZERLAND) 2023;25:1664. [PMID: 38136544 PMCID: PMC10742569 DOI: 10.3390/e25121664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/08/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023]
7
Ren W, Chen J, Liu J, Fu Z, Yao Y, Chen X, Teng L. Feasibility of intelligent drug control in the maintenance phase of general anesthesia based on convolutional neural network. Heliyon 2022;9:e12481. [PMID: 36691533 PMCID: PMC9860284 DOI: 10.1016/j.heliyon.2022.e12481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 04/22/2022] [Accepted: 12/12/2022] [Indexed: 12/27/2022]  Open
8
Vanhonacker D, Verdonck M, Nogueira Carvalho H. Impact of Closed-Loop Technology, Machine Learning, and Artificial Intelligence on Patient Safety and the Future of Anesthesia. CURRENT ANESTHESIOLOGY REPORTS 2022. [DOI: 10.1007/s40140-022-00539-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
9
Yang S, Li H, Lin Z, Song Y, Lin C, Zhou T. Quantitative Analysis of Anesthesia Recovery Time by Machine Learning Prediction Models. MATHEMATICS 2022;10:2772. [DOI: 10.3390/math10152772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
10
Yin Q, Shen D, Tang Y, Ding Q. Intelligent monitoring of noxious stimulation during anaesthesia based on heart rate variability analysis. Comput Biol Med 2022;145:105408. [PMID: 35344869 DOI: 10.1016/j.compbiomed.2022.105408] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 02/13/2022] [Accepted: 03/12/2022] [Indexed: 01/03/2023]
11
AIM in Anesthesiology. Artif Intell Med 2022. [DOI: 10.1007/978-3-030-64573-1_246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
12
Yang B, Chen C, Chen F, Chen C, Tang J, Gao R, Lv X. Identification of cumin and fennel from different regions based on generative adversarial networks and near infrared spectroscopy. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2021;260:119956. [PMID: 34049008 DOI: 10.1016/j.saa.2021.119956] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/17/2021] [Accepted: 05/08/2021] [Indexed: 06/12/2023]
13
S AA, Ramakrishnan AG. Brain Functional Connectivity as Biomarker for Propofol-Induced Alterations of Consciousness. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2021;2021:1928-1931. [PMID: 34891664 DOI: 10.1109/embc46164.2021.9629617] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
14
Abel JH, Badgeley MA, Meschede-Krasa B, Schamberg G, Garwood IC, Lecamwasam K, Chakravarty S, Zhou DW, Keating M, Purdon PL, Brown EN. Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia. PLoS One 2021;16:e0246165. [PMID: 33956800 PMCID: PMC8101756 DOI: 10.1371/journal.pone.0246165] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 01/14/2021] [Indexed: 11/22/2022]  Open
15
Hosseini MP, Hosseini A, Ahi K. A Review on Machine Learning for EEG Signal Processing in Bioengineering. IEEE Rev Biomed Eng 2021;14:204-218. [PMID: 32011262 DOI: 10.1109/rbme.2020.2969915] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
16
Komorowski M, Joosten A. AIM in Anesthesiology. Artif Intell Med 2021. [DOI: 10.1007/978-3-030-58080-3_246-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
17
The present and future role of artificial intelligence and machine learning in anesthesiology. Int Anesthesiol Clin 2020;58:7-16. [PMID: 32841964 DOI: 10.1097/aia.0000000000000294] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
18
Artificial Intelligence in Anesthesiology: Current Techniques, Clinical Applications, and Limitations. Anesthesiology 2020;132:379-394. [PMID: 31939856 DOI: 10.1097/aln.0000000000002960] [Citation(s) in RCA: 245] [Impact Index Per Article: 49.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
19
Monitoring the level of hypnosis using a hierarchical SVM system. J Clin Monit Comput 2020;34:331-338. [PMID: 30982945 DOI: 10.1007/s10877-019-00311-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 04/04/2019] [Indexed: 10/27/2022]
20
Eagleman SL, Drover DR. Calculations of consciousness: electroencephalography analyses to determine anesthetic depth. Curr Opin Anaesthesiol 2018;31:431-438. [PMID: 29847364 DOI: 10.1097/aco.0000000000000618] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
21
Shalbaf A, Saffar M, Sleigh JW, Shalbaf R. Monitoring the Depth of Anesthesia Using a New Adaptive Neurofuzzy System. IEEE J Biomed Health Inform 2017;22:671-677. [PMID: 28574372 DOI: 10.1109/jbhi.2017.2709841] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
22
Vedula SS, Hager GD. Surgical data science: The new knowledge domain. Innov Surg Sci 2017;2:109-121. [PMID: 28936475 PMCID: PMC5602563 DOI: 10.1515/iss-2017-0004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]  Open
23
Adaptive Feature Extraction of Motor Imagery EEG with Optimal Wavelet Packets and SE-Isomap. APPLIED SCIENCES-BASEL 2017. [DOI: 10.3390/app7040390] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
24
Liu Q, Chen YF, Fan SZ, Abbod MF, Shieh JS. Quasi-Periodicities Detection Using Phase-Rectified Signal Averaging in EEG Signals as a Depth of Anesthesia Monitor. IEEE Trans Neural Syst Rehabil Eng 2017;25:1773-1784. [PMID: 28391200 DOI: 10.1109/tnsre.2017.2690449] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
25
Novel Methods for Measuring Depth of Anesthesia by Quantifying Dominant Information Flow in Multichannel EEGs. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2017;2017:3521261. [PMID: 28408923 PMCID: PMC5376473 DOI: 10.1155/2017/3521261] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 12/02/2016] [Accepted: 12/28/2016] [Indexed: 11/29/2022]
26
Li MA, Luo XY, Yang JF. Extracting the nonlinear features of motor imagery EEG using parametric t-SNE. Neurocomputing 2016. [DOI: 10.1016/j.neucom.2016.08.083] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
27
Spectral Gini Index for Quantifying the Depth of Consciousness. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2016;2016:2304356. [PMID: 27840633 PMCID: PMC5093302 DOI: 10.1155/2016/2304356] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Revised: 09/13/2016] [Accepted: 09/26/2016] [Indexed: 11/18/2022]
28
Cascella M. Mechanisms underlying brain monitoring during anesthesia: limitations, possible improvements, and perspectives. Korean J Anesthesiol 2016;69:113-120. [PMID: 27066200 PMCID: PMC4823404 DOI: 10.4097/kjae.2016.69.2.113] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 12/13/2015] [Accepted: 12/31/2015] [Indexed: 12/18/2022]  Open
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