Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications
This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and diverse data collection, data management, data models, hypotheses testing, training, validation, model...
Saved in:
| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
Milton
Chapman and Hall/CRC
2018
|
| Subjects: | |
| Online Access: | Volltext |
| Summary: | This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and diverse data collection, data management, data models, hypotheses testing, training, validation, model-building, optimization techniques and governance of medical big data collected from multiple, heterogeneous IoT devises, networks, platforms and systems such as private vs. public cloud. The book includes privacy, trust, and security issues related to medical Big Data and related IoT and presents case studies in healthcare analytics as well |
| Item Description: | OCLC-licensed vendor bibliographic record |
| Physical Description: | 1 online resource (357 pages) |
| ISBN: | 9781351030373 135103037X 9781351030380 1351030388 9781351030359 1351030353 9781351030366 1351030361 |
Staff View
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| isbn | 9781351030373 135103037X 9781351030380 1351030388 9781351030359 1351030353 9781351030366 1351030361 |
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| spelling | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications edited by Aboul Ella Hassanien, Nilanjan Dey, Surekha Borra Milton Chapman and Hall/CRC 2018 1 online resource (357 pages) txt rdacontent c rdamedia cr rdacarrier OCLC-licensed vendor bibliographic record This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and diverse data collection, data management, data models, hypotheses testing, training, validation, model-building, optimization techniques and governance of medical big data collected from multiple, heterogeneous IoT devises, networks, platforms and systems such as private vs. public cloud. The book includes privacy, trust, and security issues related to medical Big Data and related IoT and presents case studies in healthcare analytics as well COMPUTERS / Database Management / Data Mining bisacsh SCIENCE / Biotechnology bisacsh TECHNOLOGY / Electricity bisacsh Medical technology Medical informatics / Methods Data mining / Methods Internet Databases Medizin (DE-588)4038243-6 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 s Medizin (DE-588)4038243-6 s 1\p DE-604 Data Mining (DE-588)4428654-5 s 2\p DE-604 Hassanien, Aboul Ella Sonstige oth Dey, Nilanjan 1984- Sonstige oth Borra, Surekha Sonstige oth https://www.taylorfrancis.com/books/9781351030380 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications COMPUTERS / Database Management / Data Mining bisacsh SCIENCE / Biotechnology bisacsh TECHNOLOGY / Electricity bisacsh Medical technology Medical informatics / Methods Data mining / Methods Internet Databases Medizin (DE-588)4038243-6 gnd Datenverarbeitung (DE-588)4011152-0 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4038243-6 (DE-588)4011152-0 (DE-588)4428654-5 |
| title | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications |
| title_auth | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications |
| title_exact_search | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications |
| title_exact_search_txtP | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications |
| title_full | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications edited by Aboul Ella Hassanien, Nilanjan Dey, Surekha Borra |
| title_fullStr | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications edited by Aboul Ella Hassanien, Nilanjan Dey, Surekha Borra |
| title_full_unstemmed | Medical Big Data and Internet of Medical Things Advances, Challenges and Applications edited by Aboul Ella Hassanien, Nilanjan Dey, Surekha Borra |
| title_short | Medical Big Data and Internet of Medical Things |
| title_sort | medical big data and internet of medical things advances challenges and applications |
| title_sub | Advances, Challenges and Applications |
| topic | COMPUTERS / Database Management / Data Mining bisacsh SCIENCE / Biotechnology bisacsh TECHNOLOGY / Electricity bisacsh Medical technology Medical informatics / Methods Data mining / Methods Internet Databases Medizin (DE-588)4038243-6 gnd Datenverarbeitung (DE-588)4011152-0 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | COMPUTERS / Database Management / Data Mining SCIENCE / Biotechnology TECHNOLOGY / Electricity Medical technology Medical informatics / Methods Data mining / Methods Internet Databases Medizin Datenverarbeitung Data Mining |
| url | https://www.taylorfrancis.com/books/9781351030380 |
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