NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms
Cardiac arrhythmias are cardiovascular conditions caused by irregularities in the formation or transmission of electrical impulses. To identify these arrhythmias and determine their origin, an electrocardiogram (ECG) is used, which graphically records the electrical activity responsible for each hea...
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| Format: | Article |
| Language: | English |
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University of New Mexico
2024-12-01
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| Series: | Neutrosophic Sets and Systems |
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| Online Access: | https://fs.unm.edu/NSS/39ControlCharts.pdf |
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| _version_ | 1849228952664539136 |
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| author | Lorenzo Cevallos-Torres Jefferson Núñez-Gaibor Maikel Leyva-Vasquez Víctor Gómez-Rodríguez Franklin Parrales-Bravo Jesús Hechavarría-Hernández |
| author_facet | Lorenzo Cevallos-Torres Jefferson Núñez-Gaibor Maikel Leyva-Vasquez Víctor Gómez-Rodríguez Franklin Parrales-Bravo Jesús Hechavarría-Hernández |
| author_sort | Lorenzo Cevallos-Torres |
| collection | DOAJ |
| description | Cardiac arrhythmias are cardiovascular conditions caused by irregularities in the formation or transmission of electrical impulses. To identify these arrhythmias and determine their origin, an electrocardiogram (ECG) is used, which graphically records the electrical activity responsible for each heartbeat over a short period. This analysis can reveal stochastic changes, introducing a degree of uncertainty. To detect these changes, neutrosophic control charts provide an appropriate statistical tool to assess the stability of the ECG, anticipate potential heart failures, reduce variability in measurements, and, in some cases, make predictions. The results indicate that the proposed model is highly accurate in detecting and classifying arrhythmias and that 𝑇2 control charts are useful for monitoring the quality of the detection process. In conclusion, the proposed hybrid neutrosophic model effectively identifies and classifies cardiac arrhythmias in clinical practice. |
| format | Article |
| id | doaj-art-a10213d0526d41fbbb2f742f53fc4d0f |
| institution | Kabale University |
| issn | 2331-6055 2331-608X |
| language | English |
| publishDate | 2024-12-01 |
| publisher | University of New Mexico |
| record_format | Article |
| series | Neutrosophic Sets and Systems |
| spelling | doaj-art-a10213d0526d41fbbb2f742f53fc4d0f2025-08-22T11:33:22ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2024-12-017444145610.5281/zenodo.14420234NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading ElectrocardiogramsLorenzo Cevallos-TorresJefferson Núñez-GaiborMaikel Leyva-VasquezVíctor Gómez-RodríguezFranklin Parrales-BravoJesús Hechavarría-HernándezCardiac arrhythmias are cardiovascular conditions caused by irregularities in the formation or transmission of electrical impulses. To identify these arrhythmias and determine their origin, an electrocardiogram (ECG) is used, which graphically records the electrical activity responsible for each heartbeat over a short period. This analysis can reveal stochastic changes, introducing a degree of uncertainty. To detect these changes, neutrosophic control charts provide an appropriate statistical tool to assess the stability of the ECG, anticipate potential heart failures, reduce variability in measurements, and, in some cases, make predictions. The results indicate that the proposed model is highly accurate in detecting and classifying arrhythmias and that 𝑇2 control charts are useful for monitoring the quality of the detection process. In conclusion, the proposed hybrid neutrosophic model effectively identifies and classifies cardiac arrhythmias in clinical practice.https://fs.unm.edu/NSS/39ControlCharts.pdfuncertainty control chartshotelling's 𝑇2neutrosophycardiac arrhythmias |
| spellingShingle | Lorenzo Cevallos-Torres Jefferson Núñez-Gaibor Maikel Leyva-Vasquez Víctor Gómez-Rodríguez Franklin Parrales-Bravo Jesús Hechavarría-Hernández NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms Neutrosophic Sets and Systems uncertainty control charts hotelling's 𝑇2 neutrosophy cardiac arrhythmias |
| title | NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms |
| title_full | NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms |
| title_fullStr | NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms |
| title_full_unstemmed | NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms |
| title_short | NCC: Neutrosophic Control Charts, a didactic way to detect Cardiac Arrhythmias from reading Electrocardiograms |
| title_sort | ncc neutrosophic control charts a didactic way to detect cardiac arrhythmias from reading electrocardiograms |
| topic | uncertainty control charts hotelling's 𝑇2 neutrosophy cardiac arrhythmias |
| url | https://fs.unm.edu/NSS/39ControlCharts.pdf |
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