Feature extraction and application of bio-signal
Biosignals have turned into a significant pointer for medical diagnosis and consequent treatment, yet in addition uninvolved health monitoring. Extracting important highlights from biosignals can help individuals comprehend the human useful state, with the goal that up and coming unsafe side effects...
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2023
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my.uniten.dspace-245272023-05-29T15:24:13Z Feature extraction and application of bio-signal Iswanto I. Abbas B. Gomathy V. Shankar K. Nguyen P.T. Hashim W. Maseleno A. 56596730700 57210123482 57201292613 56884031900 57216386109 11440260100 55354910900 Biosignals have turned into a significant pointer for medical diagnosis and consequent treatment, yet in addition uninvolved health monitoring. Extracting important highlights from biosignals can help individuals comprehend the human useful state, with the goal that up and coming unsafe side effects or disease can be lightened or stayed away from. There are two fundamental methodologies ordinarily used to get valuable highlights from biosignals, which are hand-engineering and deep learning. Most of the examination in this field centers around hand-engineering highlights, which require space explicit specialists to structure calculations to remove important highlights. In the most recent years, a few investigations have utilized profound figuring out how to biologically take in highlights from crude biosignals to make include extraction calculations less reliant on people. Biosignals give correspondence among biosystems and are our essential wellspring of data on their conduct. Translation and change of signal are significant subjects of this content. Biosignals, similar to all signal, must be conveyed by some type of vitality. Biosignals can be estimated straightforwardly from their biological source, however frequently outer vitality is utilized to gauge the cooperation between the physiological framework and outside vitality. Estimating a biosignal involves changing over it to an electric signal utilizing a device known as a biotransducer. The resultant analog signal is frequently changed over to an advanced (discrete-time) signal for preparing in a PC. These investigations have likewise shown promising outcomes in an assortment of biosignal applications. In this overview, we audit various kinds of biosignals and the principle ways to deal with concentrate highlights from the signal with regards to biomedical applications. � BEIESP. Final 2023-05-29T07:24:13Z 2023-05-29T07:24:13Z 2019 Article 10.35940/ijeat.F1290.0886S219 2-s2.0-85073714107 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073714107&doi=10.35940%2fijeat.F1290.0886S219&partnerID=40&md5=f10f10b67c3ba73bdddac98308259ebf https://irepository.uniten.edu.my/handle/123456789/24527 8 6 Special Issue 2 960 964 All Open Access, Bronze Blue Eyes Intelligence Engineering and Sciences Publication Scopus |
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Biosignals have turned into a significant pointer for medical diagnosis and consequent treatment, yet in addition uninvolved health monitoring. Extracting important highlights from biosignals can help individuals comprehend the human useful state, with the goal that up and coming unsafe side effects or disease can be lightened or stayed away from. There are two fundamental methodologies ordinarily used to get valuable highlights from biosignals, which are hand-engineering and deep learning. Most of the examination in this field centers around hand-engineering highlights, which require space explicit specialists to structure calculations to remove important highlights. In the most recent years, a few investigations have utilized profound figuring out how to biologically take in highlights from crude biosignals to make include extraction calculations less reliant on people. Biosignals give correspondence among biosystems and are our essential wellspring of data on their conduct. Translation and change of signal are significant subjects of this content. Biosignals, similar to all signal, must be conveyed by some type of vitality. Biosignals can be estimated straightforwardly from their biological source, however frequently outer vitality is utilized to gauge the cooperation between the physiological framework and outside vitality. Estimating a biosignal involves changing over it to an electric signal utilizing a device known as a biotransducer. The resultant analog signal is frequently changed over to an advanced (discrete-time) signal for preparing in a PC. These investigations have likewise shown promising outcomes in an assortment of biosignal applications. In this overview, we audit various kinds of biosignals and the principle ways to deal with concentrate highlights from the signal with regards to biomedical applications. � BEIESP. |
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56596730700 |
| author_facet |
56596730700 Iswanto I. Abbas B. Gomathy V. Shankar K. Nguyen P.T. Hashim W. Maseleno A. |
| format |
Article |
| author |
Iswanto I. Abbas B. Gomathy V. Shankar K. Nguyen P.T. Hashim W. Maseleno A. |
| spellingShingle |
Iswanto I. Abbas B. Gomathy V. Shankar K. Nguyen P.T. Hashim W. Maseleno A. Feature extraction and application of bio-signal |
| author_sort |
Iswanto I. |
| title |
Feature extraction and application of bio-signal |
| title_short |
Feature extraction and application of bio-signal |
| title_full |
Feature extraction and application of bio-signal |
| title_fullStr |
Feature extraction and application of bio-signal |
| title_full_unstemmed |
Feature extraction and application of bio-signal |
| title_sort |
feature extraction and application of bio-signal |
| publisher |
Blue Eyes Intelligence Engineering and Sciences Publication |
| publishDate |
2023 |
| _version_ |
1806424125872275456 |
| score |
13.211869 |