Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring”
Recently, significant developments have been achieved in the field of artificial intelligence, in particular the introduction of deep learning technology that has improved the learning and prediction accuracy to unpresented levels, especially when dealing with big data and high-resolution images. Si...
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| Format: | Article |
| Language: | English |
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MDPI AG
2019-10-01
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| Series: | Sensors |
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| Online Access: | https://www.mdpi.com/1424-8220/19/21/4727 |
| _version_ | 1811187840379256832 |
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| author | Maysam Abbod Jiann-Shing Shieh |
| author_facet | Maysam Abbod Jiann-Shing Shieh |
| author_sort | Maysam Abbod |
| collection | DOAJ |
| description | Recently, significant developments have been achieved in the field of artificial intelligence, in particular the introduction of deep learning technology that has improved the learning and prediction accuracy to unpresented levels, especially when dealing with big data and high-resolution images. Significant developments have occurred in the area of medical signal processing, measurement techniques, and health monitoring, such as vital biological signs for biomedical systems and noise and vibration of mechanical systems, which are carried out by instruments that generate large data sets. These big data sets, ultimately driven by high population growth, would require Artificial Intelligence techniques to analyse and model. In this Special Issue, papers are presented on the latest signal processing and deep learning techniques used for health monitoring of biomedical and mechanical systems. |
| first_indexed | 2024-04-11T14:09:18Z |
| format | Article |
| id | doaj.art-728d7cd6fe194e829b31e11a9da8017e |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-11T14:09:18Z |
| publishDate | 2019-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-728d7cd6fe194e829b31e11a9da8017e2022-12-22T04:19:46ZengMDPI AGSensors1424-82202019-10-011921472710.3390/s19214727s19214727Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring”Maysam Abbod0Jiann-Shing Shieh1Department of Electronic and Computer Engineering, Brunel University London, Uxbridge UB8 3PH, UKDepartment of Mechanical engineering, Yuan Ze University, Taoyuan 32003, TaiwanRecently, significant developments have been achieved in the field of artificial intelligence, in particular the introduction of deep learning technology that has improved the learning and prediction accuracy to unpresented levels, especially when dealing with big data and high-resolution images. Significant developments have occurred in the area of medical signal processing, measurement techniques, and health monitoring, such as vital biological signs for biomedical systems and noise and vibration of mechanical systems, which are carried out by instruments that generate large data sets. These big data sets, ultimately driven by high population growth, would require Artificial Intelligence techniques to analyse and model. In this Special Issue, papers are presented on the latest signal processing and deep learning techniques used for health monitoring of biomedical and mechanical systems.https://www.mdpi.com/1424-8220/19/21/4727health monitoringartificial intelligenceintelligent systemmachine learningbig databiomedical systemsmechanical systems |
| spellingShingle | Maysam Abbod Jiann-Shing Shieh Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring” Sensors health monitoring artificial intelligence intelligent system machine learning big data biomedical systems mechanical systems |
| title | Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring” |
| title_full | Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring” |
| title_fullStr | Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring” |
| title_full_unstemmed | Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring” |
| title_short | Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring” |
| title_sort | special issue advanced signal processing in intelligent systems for health monitoring |
| topic | health monitoring artificial intelligence intelligent system machine learning big data biomedical systems mechanical systems |
| url | https://www.mdpi.com/1424-8220/19/21/4727 |
| work_keys_str_mv | AT maysamabbod specialissueadvancedsignalprocessinginintelligentsystemsforhealthmonitoring AT jiannshingshieh specialissueadvancedsignalprocessinginintelligentsystemsforhealthmonitoring |