Handbook of research on applied intelligence for health and clinical informatics:
"This book focuses on the study of resources and methods for the management of healthcare infrastructure and information highlighting health and clinical data structure, behavior, and interactions of natural and engineered computational systems to helps researchers and practitioners learn furth...
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| Other Authors: | , , , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hershey, Pennsylvania
IGI Global
[2021]
|
| Subjects: | |
| Online Access: | DE-91 DE-898 DE-706 DE-573 DE-1050 DE-1049 DE-83 URL des Erstveröffentlichers |
| Summary: | "This book focuses on the study of resources and methods for the management of healthcare infrastructure and information highlighting health and clinical data structure, behavior, and interactions of natural and engineered computational systems to helps researchers and practitioners learn further investigation and solutions"-- |
| Item Description: | Includes bibliographical references and index Chapter 1. A novel approach of lung tumor segmentation using a 3D deep convolutional neural network -- Chapter 2. An intelligent approach for prediction of life style conditions in adolescent girls by analyzing health parameters -- Chapter 3. Anxiety detection using physiological data and wearable IoT devices: a Survey -- Chapter 4. Applied intelligence for medical diagnosing -- Chapter 5. Applied intelligence for mental health detection: Manovaidya a mental health therapist -- Chapter 6. Artificial intelligence and machine learning-based advanced depression detection system -- Chapter 7. Automated ICD coding using deep learning -- Chapter 8. Autonomous smart device for COVID-19 detection using artificial intelligence -- Chapter 9. COVID-19 data forecasting and spread visualization using ML -- Chapter 10. Decision support proposal for imbalanced clinical data -- - Chapter 11. Detection of diabetic retinopathy (DR) using convolutional neural network (CNN) and multiple classifier techniques in machine learning -- Chapter 12. Face detection with face mask for COVID-19 pandemic using neural networks -- Chapter 13. Healthcare and cyber physical systems -- Chapter 14. Impact of human mobility trends on the outbreak of COVID-19 across different states of India -- Chapter 15. M2unet: a modified multi-scale unet architecture for automatic liver segmentation from computed tomography images -- Chapter 16. Machine learning-aided automatic detection of breast cancer: a survey -- Chapter 17. ML-enabled informed intervention for crowdsourcing-based optimization of medical resources -- Chapter 18. Prediction and recommendation system for diabetes using machine learning models -- Chapter 19. Telehealth system for effective treatment in COVID-19 pandemics -- Chapter 20. Telemedicine-based diabetic care powered with artificial intelligence -- - Chapter 21. Towards an effective imaging-based decision support system for skin cancer -- Chapter 22. Web-based machine learning application for heart disease prediction -- Chapter 23. Web-based modernized architecture over cloud computing for facial extraction and recognition. - Mode of access: World Wide Web |
| Physical Description: | 1 Online-Ressource (470 Seiten) |
| ISBN: | 9781799877103 |
| DOI: | 10.4018/978-1-7998-7709-7 |
Staff View
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| 245 | 1 | 0 | |a Handbook of research on applied intelligence for health and clinical informatics |c Anuradha Thakare, Sanjeev Wagh, Manisha Bhende, Ahmed Anetr, and Xiao-Zhi Gao, editors |
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |a Chapter 1. A novel approach of lung tumor segmentation using a 3D deep convolutional neural network -- Chapter 2. An intelligent approach for prediction of life style conditions in adolescent girls by analyzing health parameters -- Chapter 3. Anxiety detection using physiological data and wearable IoT devices: a Survey -- Chapter 4. Applied intelligence for medical diagnosing -- Chapter 5. Applied intelligence for mental health detection: Manovaidya a mental health therapist -- Chapter 6. Artificial intelligence and machine learning-based advanced depression detection system -- Chapter 7. Automated ICD coding using deep learning -- Chapter 8. Autonomous smart device for COVID-19 detection using artificial intelligence -- Chapter 9. COVID-19 data forecasting and spread visualization using ML -- Chapter 10. Decision support proposal for imbalanced clinical data -- | ||
| 500 | |a - Chapter 11. Detection of diabetic retinopathy (DR) using convolutional neural network (CNN) and multiple classifier techniques in machine learning -- Chapter 12. Face detection with face mask for COVID-19 pandemic using neural networks -- Chapter 13. Healthcare and cyber physical systems -- Chapter 14. Impact of human mobility trends on the outbreak of COVID-19 across different states of India -- Chapter 15. M2unet: a modified multi-scale unet architecture for automatic liver segmentation from computed tomography images -- Chapter 16. Machine learning-aided automatic detection of breast cancer: a survey -- Chapter 17. ML-enabled informed intervention for crowdsourcing-based optimization of medical resources -- Chapter 18. Prediction and recommendation system for diabetes using machine learning models -- Chapter 19. Telehealth system for effective treatment in COVID-19 pandemics -- Chapter 20. Telemedicine-based diabetic care powered with artificial intelligence -- | ||
| 500 | |a - Chapter 21. Towards an effective imaging-based decision support system for skin cancer -- Chapter 22. Web-based machine learning application for heart disease prediction -- Chapter 23. Web-based modernized architecture over cloud computing for facial extraction and recognition. - Mode of access: World Wide Web | ||
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| 650 | 4 | |a Health services administration |x Data processing |x Handbooks, manuals, etc | |
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| 700 | 1 | |a Gao, Xiao-Zhi |d 1972- |4 edt | |
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Record in the Search Index
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| author2 | Thakare, Anuradha 1978- Wagh, Sanjeev Bhende, Manisha 1977- Anetr, Ahmed 1974- Gao, Xiao-Zhi 1972- |
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| author_facet | Thakare, Anuradha 1978- Wagh, Sanjeev Bhende, Manisha 1977- Anetr, Ahmed 1974- Gao, Xiao-Zhi 1972- |
| building | Verbundindex |
| bvnumber | BV047856049 |
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| dewey-full | 610.285 |
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| dewey-ones | 610 - Medicine and health |
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| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| discipline_str_mv | Medizin |
| doi_str_mv | 10.4018/978-1-7998-7709-7 |
| format | Electronic eBook |
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| id | DE-604.BV047856049 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T19:16:17Z |
| indexdate | 2024-08-28T00:07:22Z |
| institution | BVB |
| isbn | 9781799877103 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033238787 |
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| publisher | IGI Global |
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| spelling | Handbook of research on applied intelligence for health and clinical informatics Anuradha Thakare, Sanjeev Wagh, Manisha Bhende, Ahmed Anetr, and Xiao-Zhi Gao, editors Hershey, Pennsylvania IGI Global [2021] 1 Online-Ressource (470 Seiten) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Chapter 1. A novel approach of lung tumor segmentation using a 3D deep convolutional neural network -- Chapter 2. An intelligent approach for prediction of life style conditions in adolescent girls by analyzing health parameters -- Chapter 3. Anxiety detection using physiological data and wearable IoT devices: a Survey -- Chapter 4. Applied intelligence for medical diagnosing -- Chapter 5. Applied intelligence for mental health detection: Manovaidya a mental health therapist -- Chapter 6. Artificial intelligence and machine learning-based advanced depression detection system -- Chapter 7. Automated ICD coding using deep learning -- Chapter 8. Autonomous smart device for COVID-19 detection using artificial intelligence -- Chapter 9. COVID-19 data forecasting and spread visualization using ML -- Chapter 10. Decision support proposal for imbalanced clinical data -- - Chapter 11. Detection of diabetic retinopathy (DR) using convolutional neural network (CNN) and multiple classifier techniques in machine learning -- Chapter 12. Face detection with face mask for COVID-19 pandemic using neural networks -- Chapter 13. Healthcare and cyber physical systems -- Chapter 14. Impact of human mobility trends on the outbreak of COVID-19 across different states of India -- Chapter 15. M2unet: a modified multi-scale unet architecture for automatic liver segmentation from computed tomography images -- Chapter 16. Machine learning-aided automatic detection of breast cancer: a survey -- Chapter 17. ML-enabled informed intervention for crowdsourcing-based optimization of medical resources -- Chapter 18. Prediction and recommendation system for diabetes using machine learning models -- Chapter 19. Telehealth system for effective treatment in COVID-19 pandemics -- Chapter 20. Telemedicine-based diabetic care powered with artificial intelligence -- - Chapter 21. Towards an effective imaging-based decision support system for skin cancer -- Chapter 22. Web-based machine learning application for heart disease prediction -- Chapter 23. Web-based modernized architecture over cloud computing for facial extraction and recognition. - Mode of access: World Wide Web "This book focuses on the study of resources and methods for the management of healthcare infrastructure and information highlighting health and clinical data structure, behavior, and interactions of natural and engineered computational systems to helps researchers and practitioners learn further investigation and solutions"-- Medical informatics Handbooks, manuals, etc Management information systems Data processing Handbooks, manuals, etc Information storage and retrieval systems Medical care Handbooks, manuals, etc Health services administration Data processing Handbooks, manuals, etc Thakare, Anuradha 1978- edt Wagh, Sanjeev edt Bhende, Manisha 1977- edt Anetr, Ahmed 1974- edt Gao, Xiao-Zhi 1972- edt IGI Global Sonstige oth Erscheint auch als Druck-Ausgabe 1799877108 Erscheint auch als Druck-Ausgabe 9781799877097 Erscheint auch als Druck-Ausgabe 1799877094 https://doi.org/10.4018/978-1-7998-7709-7 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Handbook of research on applied intelligence for health and clinical informatics Medical informatics Handbooks, manuals, etc Management information systems Data processing Handbooks, manuals, etc Information storage and retrieval systems Medical care Handbooks, manuals, etc Health services administration Data processing Handbooks, manuals, etc |
| title | Handbook of research on applied intelligence for health and clinical informatics |
| title_auth | Handbook of research on applied intelligence for health and clinical informatics |
| title_exact_search | Handbook of research on applied intelligence for health and clinical informatics |
| title_exact_search_txtP | Handbook of research on applied intelligence for health and clinical informatics |
| title_full | Handbook of research on applied intelligence for health and clinical informatics Anuradha Thakare, Sanjeev Wagh, Manisha Bhende, Ahmed Anetr, and Xiao-Zhi Gao, editors |
| title_fullStr | Handbook of research on applied intelligence for health and clinical informatics Anuradha Thakare, Sanjeev Wagh, Manisha Bhende, Ahmed Anetr, and Xiao-Zhi Gao, editors |
| title_full_unstemmed | Handbook of research on applied intelligence for health and clinical informatics Anuradha Thakare, Sanjeev Wagh, Manisha Bhende, Ahmed Anetr, and Xiao-Zhi Gao, editors |
| title_short | Handbook of research on applied intelligence for health and clinical informatics |
| title_sort | handbook of research on applied intelligence for health and clinical informatics |
| topic | Medical informatics Handbooks, manuals, etc Management information systems Data processing Handbooks, manuals, etc Information storage and retrieval systems Medical care Handbooks, manuals, etc Health services administration Data processing Handbooks, manuals, etc |
| topic_facet | Medical informatics Handbooks, manuals, etc Management information systems Data processing Handbooks, manuals, etc Information storage and retrieval systems Medical care Handbooks, manuals, etc Health services administration Data processing Handbooks, manuals, etc |
| url | https://doi.org/10.4018/978-1-7998-7709-7 |
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