Healthcare industry 4.0: computer vision-aided data analytics
This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking a...
Gespeichert in:
| 1. Verfasser: | |
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| Weitere Verfasser: | , , |
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2024
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| Schriftenreihe: | Computational intelligence techniques
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| Schlagworte: | |
| Zusammenfassung: | This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring.Features:- Provides a state-of-the-art computer vision application in the digital health care industry- Reviews advances in computer vision and data science technologies for analyzing information on human function and disability- Includes practical implementation of computer vision application using recent tools and software- Explores computer vision-enabled medical/clinical data security in the cloud- Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and GoogleThis book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering |
| Beschreibung: | xvii, 167 Seiten Illustrationen |
| ISBN: | 9781032385174 9781032385150 |
Internformat
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| 490 | 0 | |a Computational intelligence techniques | |
| 520 | |a This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring.Features:- Provides a state-of-the-art computer vision application in the digital health care industry- Reviews advances in computer vision and data science technologies for analyzing information on human function and disability- Includes practical implementation of computer vision application using recent tools and software- Explores computer vision-enabled medical/clinical data security in the cloud- Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and GoogleThis book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering | ||
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| publishDate | 2024 |
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| series2 | Computational intelligence techniques |
| spelling | Healthcare industry 4.0 computer vision-aided data analytics edited by P. Karthikeyan, Polinpapilinho F. Katina and R. Rajagopal Boca Raton ; London ; New York CRC Press, Taylor & Francis Group 2024 xvii, 167 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Computational intelligence techniques This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring.Features:- Provides a state-of-the-art computer vision application in the digital health care industry- Reviews advances in computer vision and data science technologies for analyzing information on human function and disability- Includes practical implementation of computer vision application using recent tools and software- Explores computer vision-enabled medical/clinical data security in the cloud- Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and GoogleThis book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering (DE-588)4143413-4 Aufsatzsammlung gnd-content Karthikeyan, Periasamy 1981- (DE-588)1198166355 edt Katina, Polinpapilinho F. edt Rajagopal, R. edt Erscheint auch als Online-Ausgabe 978-1-003-34541-1 |
| spellingShingle | Karthikeyan, P. Healthcare industry 4.0 computer vision-aided data analytics bicssc / Health systems & services bicssc / Automatic control engineering bicssc / Information technology - general issues bicssc / Public ownership / nationalization bicssc / Electrical engineering bicssc / Library & information sciences |
| subject_GND | (DE-588)4143413-4 |
| title | Healthcare industry 4.0 computer vision-aided data analytics |
| title_auth | Healthcare industry 4.0 computer vision-aided data analytics |
| title_exact_search | Healthcare industry 4.0 computer vision-aided data analytics |
| title_full | Healthcare industry 4.0 computer vision-aided data analytics edited by P. Karthikeyan, Polinpapilinho F. Katina and R. Rajagopal |
| title_fullStr | Healthcare industry 4.0 computer vision-aided data analytics edited by P. Karthikeyan, Polinpapilinho F. Katina and R. Rajagopal |
| title_full_unstemmed | Healthcare industry 4.0 computer vision-aided data analytics edited by P. Karthikeyan, Polinpapilinho F. Katina and R. Rajagopal |
| title_short | Healthcare industry 4.0 |
| title_sort | healthcare industry 4 0 computer vision aided data analytics |
| title_sub | computer vision-aided data analytics |
| topic | bicssc / Health systems & services bicssc / Automatic control engineering bicssc / Information technology - general issues bicssc / Public ownership / nationalization bicssc / Electrical engineering bicssc / Library & information sciences |
| topic_facet | Aufsatzsammlung |
| work_keys_str_mv | AT karthikeyanperiasamy healthcareindustry40computervisionaideddataanalytics AT katinapolinpapilinhof healthcareindustry40computervisionaideddataanalytics AT rajagopalr healthcareindustry40computervisionaideddataanalytics |