Emerging technologies in biomedical engineering and sustainable telemedicine /
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| Imprint: | Cham : Springer, [2021] ©2021 |
|---|---|
| Description: | 1 online resource : illustrations (chiefly color). |
| Language: | English |
| Series: | Advances in science, technology & innovation Advances in science, technology & innovation. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/12631808 |
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| 245 | 0 | 0 | |a Emerging technologies in biomedical engineering and sustainable telemedicine / |c Jihad Alja'am, Somaya Al-Maadeed, Osama Halabi, editors. |
| 264 | 1 | |a Cham : |b Springer, |c [2021] | |
| 264 | 4 | |c ©2021 | |
| 300 | |a 1 online resource : |b illustrations (chiefly color). | ||
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| 490 | 1 | |a Advances in science, technology & innovation | |
| 520 | |a This book presents the most recent research and applications in Biomedical Engineering, electronic health and TeleMedicine. Top-scholars and research leaders in the field contributed to the book. It covers a broad range of applications including smart platforms like DietHub which connects patients with doctors online. The book highlights the advantages of Telemedicine to improve the healthcare services and how it can contribute to the homogenization of medicine without any geographical barriers. Telemedicine transforms local hospitals, with limited services, into a node of an integrated network. In this manner, these nodes start to play an important role in preventive medicine and in high-level management of chronic diseases. The authors also discuss the challenges related to "health informatics" and in "e-health management." The topics of the book include: synchronous and asynchronous telemedicine with deep discussions on e-health applications, virtual medical assistance, real-time virtual visits, digital telepathology, home health monitoring, and medication adherence, wearable sensors, tele-monitoring hubs and sensors, Internet of Things, augmented and virtual reality as well as e-learning technologies. The scope of the book is quite unique particularly in terms of the application domains that it targets. It is a unique hub for the dissemination of state of the art research in the telemedicine field and healthcare ecosystems. The book is a reference for graduate students, doctors, and researchers to discover the most recent findings, and hence, it achieves breakthroughs and pushes the boundaries in the related fields. | ||
| 588 | 0 | |a Online resource; title from PDF title page (SpringerLink, viewed August 27, 2021). | |
| 505 | 0 | |a Intro -- Foreword -- Introduction -- Contents -- 1 Internet of Medical Things (IoMT) Applications in E-Health Systems Context -- 1 Introduction -- 2 Systematic Mapping Methodology -- 2.1 Definition of Research Questions -- 2.2 Conduct Search for Primary Studies -- 2.3 Screening of Papers for Inclusion and Exclusion -- 2.4 Keywording of Abstracts -- 2.5 Data Extraction and Mapping of Papers -- 3 Results and Discussions -- 3.1 Infrastructure -- 3.2 Applications -- 3.3 Target of Monitoring -- 3.4 Evaluation Method -- 4 Research Challenges and Opportunities -- 4.1 Limited IoT Devices' Capacity | |
| 505 | 8 | |a 4.2 System Availability -- 4.3 Integration, Interoperability, and Standardization -- 4.4 Data Security -- 5 Final Considerations -- References -- 2 Artificial Intelligent and Machine Learning Methods in Bioinformatics and Medical Informatics -- Abstract -- 1 Introduction -- 2 Artificial Intelligence and Machine Learning -- 2.1 Supervised Learning -- 2.2 Unsupervised Learning -- 2.3 Reinforcement Learning -- 2.4 Recommender Systems -- 3 Machine Learning for Health Informatics -- 3.1 Genomics -- 3.2 Microarray -- Grid Line Algorithm -- Foreground Separation Algorithm -- Quality Assurance Process | |
| 505 | 8 | |a Quantification and Normalization -- 3.3 Proteomics -- 3.4 Text Mining Methods -- 3.5 Systems Biology -- 4 Review Questions -- References -- 3 Human Facial Age Estimation: Handcrafted Features Versus Deep Features -- 1 Introduction -- 2 Background -- 3 Proposed Approach -- 3.1 Face Preprocessing -- 3.2 Feature Extraction -- 3.3 Age Estimation -- 4 Experiments and Results -- 4.1 FG-NET -- 4.2 PAL -- 4.3 FACES -- 5 Conclusion -- References -- 4 Multi-scale Multi-block Covariance Descriptor for a Compact Face Texture Representation: Application to Kinship Verification -- 1 Introduction | |
| 505 | 8 | |a 2 Related Work -- 3 Face Descriptors: Background -- 3.1 Local Binary Patterns (LBP) Descriptor -- 3.2 HOG Descriptor -- 4 Proposed Scheme -- 4.1 Covariance Descriptor -- 4.2 Pyramid Multi-Level (PML) Face Representation -- 4.3 PML Covariance Descriptor -- 4.4 Kinship Verification -- 4.5 Fisher Score Feature Selection -- 5 Experimental Results -- 6 Conclusion -- References -- 5 Continuous Wavelet Analysis and Extraction of ECG Features -- Abstract -- 1 Introduction -- 2 Continuous Wavelet Transform and Time-Scale Analysis of ECG Signal -- 2.1 Limitations of Fourier Frequency Analysis | |
| 505 | 8 | |a 2.2 Continuous Wavelet Transform (CWT) -- Definition -- Wavelet Properties -- Main Wavelet Functions -- ECG Analysis and Scalogram -- 2.3 Criterion Choice of Mother Wavelet for ECG Analysis -- 3 CWT-Based Algorithm for ECG Features -- 3.1 R-Peak Detection -- 3.2 Q and S Points Detection -- 3.3 Detection of P and T Waves -- 4 Result and Performances -- 4.1 MIT-BIH Database Description -- 4.2 Parameters Evaluation -- 4.3 Robustness of the Proposed Algorithm -- 5 Conclusion -- References | |
| 650 | 0 | |a Biomedical engineering. |0 http://id.loc.gov/authorities/subjects/sh85014237 | |
| 650 | 0 | |a Telecommunication in medicine. |0 http://id.loc.gov/authorities/subjects/sh93009003 | |
| 650 | 7 | |a Biomedical engineering. |2 fast |0 (OCoLC)fst00832568 | |
| 650 | 7 | |a Telecommunication in medicine. |2 fast |0 (OCoLC)fst01146012 | |
| 655 | 0 | |a Electronic books. | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Alja'am, Jihad, |e editor. | |
| 700 | 1 | |a Al-Maadeed, Somaya, |e editor. | |
| 700 | 1 | |a Halabi, Osama, |e editor. | |
| 776 | 0 | 8 | |c Original |z 3030146464 |z 9783030146467 |w (OCoLC)1084332955 |
| 830 | 0 | |a Advances in science, technology & innovation. |0 http://id.loc.gov/authorities/names/no2019049600 | |
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| 928 | |t Library of Congress classification |a R856 .E44 2021 |l Online |c UC-FullText |u https://link.springer.com/10.1007/978-3-030-14647-4 |z Springer Nature |g ebooks |i 12654820 | ||