Advanced classification techniques for healthcare analysis:
"This book focuses on classification techniques which broadly deals in delivery of quality, accurate and affordable healthcare. It also examines the potential for making faster advances in many scientific disciplines and improving the profitability and success of different enterprises"--Pr...
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) :
IGI Global,
[2019]
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "This book focuses on classification techniques which broadly deals in delivery of quality, accurate and affordable healthcare. It also examines the potential for making faster advances in many scientific disciplines and improving the profitability and success of different enterprises"--Provided by publisher. |
| Beschreibung: | 28 PDFs (xxiii, 424 pages) Also available in print. |
| Format: | Mode of access: World Wide Web. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781522577973 |
| Zugangseinschränkungen: | Restricted to subscribers or individual electronic text purchasers. |
Internformat
MARC
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| 245 | 0 | 0 | |a Advanced classification techniques for healthcare analysis |c Chinmay Chakraborty, editor. |
| 264 | 1 | |a Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : |b IGI Global, |c [2019] | |
| 300 | |a 28 PDFs (xxiii, 424 pages) | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a electronic |2 isbdmedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Section 1. Classification of health data. Chapter 1. Developing an effective classification model for medical data analysis ; Chapter 2. Synthesis of classification models and review in the field of machine learning ; Chapter 3. Classification algorithms for EEG-based brain-computer interface: a review ; Chapter 4. Arrhythmia ECG beats classification using wavelet-based features and support vector machine classifier ; Chapter 5. Melanoma image classification based on multivariate parametric statistical tests of hypothesis -- Section 2. Analysis of healthcare. Chapter 6. Improvement of variant adaptable LSTM trained with metaheuristic algorithms for healthcare analysis ; Chapter 7. Medical image segmentation and analysis ; Chapter 8. Heart disease diagnosis: a machine learning approach ; Chapter 9. Real-time cardio monitoring and characterization of diseases introducing statistical and spectrogram analysis ; Chapter 10. Hybrid multimodality medical image fusion using various fusion techniques with quantitative and qualitative analysis ; Chapter 11. Comparative study of various machine learning algorithms for prediction of insomnia -- Section 3. Others. Chapter 12. Smart technologies to build healthcare models for vision impairment ; Chapter 13. Despeckling algorithms for optical coherence tomography images: a review ; Chapter 14. Advances in ultrasound despeckling: an overview ; Chapter 15. Prevalence of musculoskeletal disorders of odisha farmers in selected agricultural tasks: a critical analysis during seeding, fertilizing, and weeding of crops. | |
| 506 | |a Restricted to subscribers or individual electronic text purchasers. | ||
| 520 | 3 | |a "This book focuses on classification techniques which broadly deals in delivery of quality, accurate and affordable healthcare. It also examines the potential for making faster advances in many scientific disciplines and improving the profitability and success of different enterprises"--Provided by publisher. | |
| 530 | |a Also available in print. | ||
| 538 | |a Mode of access: World Wide Web. | ||
| 588 | |a Description based on title screen (IGI Global, viewed 01/31/2019). | ||
| 650 | 0 | |a Embedded computer systems. | |
| 650 | 0 | |a Human-computer interaction. | |
| 650 | 0 | |a Multimedia systems. | |
| 650 | 1 | 2 | |a Image Interpretation, Computer-Assisted |
| 650 | 2 | 2 | |a Classification |x methods |
| 650 | 2 | 2 | |a Image Processing, Computer-Assisted |
| 700 | 1 | |a Chakraborty, Chinmay, 1984- |e editor. | |
| 710 | 2 | |a IGI Global, |e publisher. | |
| 776 | 0 | |c (Original) |w (DLC)2018036802 | |
| 776 | 0 | 8 | |i Print version: |z 1522577963 |z 9781522577966 |w (DLC) 2018036802 |
| 856 | 4 | 0 | |l FWS01 |p ZDB-98-IGB |q FWS_PDA_IGB |u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-7796-6 |3 Volltext |
| 912 | |a ZDB-98-IGB | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-98-IGB-00210213 |
|---|---|
| _version_ | 1816797081129451520 |
| adam_text | |
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| author2 | Chakraborty, Chinmay, 1984- |
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| contents | Section 1. Classification of health data. Chapter 1. Developing an effective classification model for medical data analysis ; Chapter 2. Synthesis of classification models and review in the field of machine learning ; Chapter 3. Classification algorithms for EEG-based brain-computer interface: a review ; Chapter 4. Arrhythmia ECG beats classification using wavelet-based features and support vector machine classifier ; Chapter 5. Melanoma image classification based on multivariate parametric statistical tests of hypothesis -- Section 2. Analysis of healthcare. Chapter 6. Improvement of variant adaptable LSTM trained with metaheuristic algorithms for healthcare analysis ; Chapter 7. Medical image segmentation and analysis ; Chapter 8. Heart disease diagnosis: a machine learning approach ; Chapter 9. Real-time cardio monitoring and characterization of diseases introducing statistical and spectrogram analysis ; Chapter 10. Hybrid multimodality medical image fusion using various fusion techniques with quantitative and qualitative analysis ; Chapter 11. Comparative study of various machine learning algorithms for prediction of insomnia -- Section 3. Others. Chapter 12. Smart technologies to build healthcare models for vision impairment ; Chapter 13. Despeckling algorithms for optical coherence tomography images: a review ; Chapter 14. Advances in ultrasound despeckling: an overview ; Chapter 15. Prevalence of musculoskeletal disorders of odisha farmers in selected agricultural tasks: a critical analysis during seeding, fertilizing, and weeding of crops. |
| ctrlnum | (CaBNVSL)slc20610274 (DNLM)101731563 (OCoLC)1083904427 |
| dewey-full | 616.07/54 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 616 - Diseases |
| dewey-raw | 616.07/54 |
| dewey-search | 616.07/54 |
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| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| format | Electronic eBook |
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| id | ZDB-98-IGB-00210213 |
| illustrated | Not Illustrated |
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| isbn | 9781522577973 |
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| publisher | IGI Global, |
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| spelling | Advanced classification techniques for healthcare analysis Chinmay Chakraborty, editor. Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, [2019] 28 PDFs (xxiii, 424 pages) text rdacontent electronic isbdmedia online resource rdacarrier Includes bibliographical references and index. Section 1. Classification of health data. Chapter 1. Developing an effective classification model for medical data analysis ; Chapter 2. Synthesis of classification models and review in the field of machine learning ; Chapter 3. Classification algorithms for EEG-based brain-computer interface: a review ; Chapter 4. Arrhythmia ECG beats classification using wavelet-based features and support vector machine classifier ; Chapter 5. Melanoma image classification based on multivariate parametric statistical tests of hypothesis -- Section 2. Analysis of healthcare. Chapter 6. Improvement of variant adaptable LSTM trained with metaheuristic algorithms for healthcare analysis ; Chapter 7. Medical image segmentation and analysis ; Chapter 8. Heart disease diagnosis: a machine learning approach ; Chapter 9. Real-time cardio monitoring and characterization of diseases introducing statistical and spectrogram analysis ; Chapter 10. Hybrid multimodality medical image fusion using various fusion techniques with quantitative and qualitative analysis ; Chapter 11. Comparative study of various machine learning algorithms for prediction of insomnia -- Section 3. Others. Chapter 12. Smart technologies to build healthcare models for vision impairment ; Chapter 13. Despeckling algorithms for optical coherence tomography images: a review ; Chapter 14. Advances in ultrasound despeckling: an overview ; Chapter 15. Prevalence of musculoskeletal disorders of odisha farmers in selected agricultural tasks: a critical analysis during seeding, fertilizing, and weeding of crops. Restricted to subscribers or individual electronic text purchasers. "This book focuses on classification techniques which broadly deals in delivery of quality, accurate and affordable healthcare. It also examines the potential for making faster advances in many scientific disciplines and improving the profitability and success of different enterprises"--Provided by publisher. Also available in print. Mode of access: World Wide Web. Description based on title screen (IGI Global, viewed 01/31/2019). Embedded computer systems. Human-computer interaction. Multimedia systems. Image Interpretation, Computer-Assisted Classification methods Image Processing, Computer-Assisted Chakraborty, Chinmay, 1984- editor. IGI Global, publisher. (Original) (DLC)2018036802 Print version: 1522577963 9781522577966 (DLC) 2018036802 FWS01 ZDB-98-IGB FWS_PDA_IGB http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-7796-6 Volltext |
| spellingShingle | Advanced classification techniques for healthcare analysis Section 1. Classification of health data. Chapter 1. Developing an effective classification model for medical data analysis ; Chapter 2. Synthesis of classification models and review in the field of machine learning ; Chapter 3. Classification algorithms for EEG-based brain-computer interface: a review ; Chapter 4. Arrhythmia ECG beats classification using wavelet-based features and support vector machine classifier ; Chapter 5. Melanoma image classification based on multivariate parametric statistical tests of hypothesis -- Section 2. Analysis of healthcare. Chapter 6. Improvement of variant adaptable LSTM trained with metaheuristic algorithms for healthcare analysis ; Chapter 7. Medical image segmentation and analysis ; Chapter 8. Heart disease diagnosis: a machine learning approach ; Chapter 9. Real-time cardio monitoring and characterization of diseases introducing statistical and spectrogram analysis ; Chapter 10. Hybrid multimodality medical image fusion using various fusion techniques with quantitative and qualitative analysis ; Chapter 11. Comparative study of various machine learning algorithms for prediction of insomnia -- Section 3. Others. Chapter 12. Smart technologies to build healthcare models for vision impairment ; Chapter 13. Despeckling algorithms for optical coherence tomography images: a review ; Chapter 14. Advances in ultrasound despeckling: an overview ; Chapter 15. Prevalence of musculoskeletal disorders of odisha farmers in selected agricultural tasks: a critical analysis during seeding, fertilizing, and weeding of crops. Embedded computer systems. Human-computer interaction. Multimedia systems. Image Interpretation, Computer-Assisted Classification methods Image Processing, Computer-Assisted |
| title | Advanced classification techniques for healthcare analysis |
| title_auth | Advanced classification techniques for healthcare analysis |
| title_exact_search | Advanced classification techniques for healthcare analysis |
| title_full | Advanced classification techniques for healthcare analysis Chinmay Chakraborty, editor. |
| title_fullStr | Advanced classification techniques for healthcare analysis Chinmay Chakraborty, editor. |
| title_full_unstemmed | Advanced classification techniques for healthcare analysis Chinmay Chakraborty, editor. |
| title_short | Advanced classification techniques for healthcare analysis |
| title_sort | advanced classification techniques for healthcare analysis |
| topic | Embedded computer systems. Human-computer interaction. Multimedia systems. Image Interpretation, Computer-Assisted Classification methods Image Processing, Computer-Assisted |
| topic_facet | Embedded computer systems. Human-computer interaction. Multimedia systems. Image Interpretation, Computer-Assisted Classification methods Image Processing, Computer-Assisted |
| url | http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-7796-6 |
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