Handbook of deep learning in biomedical engineering and health informatics / (Record no. 55881)
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| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EBZ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251029170609.0 |
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| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2021008117 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EBZ |
| Language of cataloging | eng |
| Transcribing agency | EBZ |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | 20210143479 |
| Source | can |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | GBC1B5585 |
| Source | bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER | |
| Record control number | 020266450 |
| Source | Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781003144694 |
| Qualifying information | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1003144691 |
| Qualifying information | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000370492 |
| Qualifying information | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000370496 |
| Qualifying information | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000370454 |
| Qualifying information | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000370453 |
| Qualifying information | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781771889988 |
| Qualifying information | hardcover |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781774638170 |
| Qualifying information | paperback |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1201/9781003144694 |
| Source of number or code | doi |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 9781000370492 |
| Source of stock number/acquisition | Ingram Content Group |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 9781003144694 |
| Source of stock number/acquisition | Taylor & Francis |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | lac |
| 050 04 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | R855.3 |
| Item number | .H355 2022 |
| 055 #0 - CLASSIFICATION NUMBERS ASSIGNED IN CANADA | |
| Classification number | RC78.7.D53 |
| Item number | H36 2021 |
| 060 00 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER | |
| Classification number | W 26.5 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MED |
| Subject category code subdivision | 009000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MQW |
| Source | bicssc |
| 084 ## - OTHER CLASSIFICATION NUMBER | |
| Classification number | cci1icc |
| Number source | lacc |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 245 00 - TITLE STATEMENT | |
| Title | Handbook of deep learning in biomedical engineering and health informatics / |
| Statement of responsibility, etc. | edited by E. Golden Julie, PhD, Y. Harold Robinson, PhD, S. M. Jaisakthi, PhD. |
| 246 3# - VARYING FORM OF TITLE | |
| Title proper/short title | Deep learning in biomedical engineering and health informatics |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Palm Bay, FL : |
| Name of producer, publisher, distributor, manufacturer | Apple Academic Press Inc. ; |
| Place of production, publication, distribution, manufacture | Boca Raton, FL : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2022. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xxv, 318 pages) : |
| Other physical details | illustrations. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 341 0# - | |
| -- | textual |
| -- | sapdv |
| -- | EBSCOhost |
| 490 1# - SERIES STATEMENT | |
| Series statement | Biomedical engineering: techniques and applications |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Review of Existing Systems in Biomedical Using Deep Learning Algorithms / M. Sowmiya, C. Thilagavathi, M. Rajeswari, R. Divya, K. Anusree, and Shyam Krishna -- An Overview of Convolutional Neural Network Architecture and Its Variants in Medical Diagnostics of Cancer and COVID-19 / M. Pavithra, R. Rajmohan, T. Ananth Kumar, and S.G. Sandhya -- Technical Assessment on Various Image Stitching Techniques: A Deep Learning Approach / M. Anly Antony, R. Satheesh Kumar, G.R. Gnana King, V. Yuvaraj, and Chidambaranathan -- CCNN: A Deep Learning Approach for an Acute Neurocutaneous Syndrome via Cloud-Based MRI Images / S. Arunmozhi Selvi, T. Ananth Kumar, and R.S. Rajesh -- Critical Investigation and Prototype Study on Deep Brain Stimulations: An Application of Biomedical Engineering in Healthcare / V. Milner Paul, S.R. Boselin Prabhu, T. Jarin, and T. Ananth Kumar -- Insight into Various Algorithms for Medical Image Analyzes Using Convolutional Neural Networks (Deep Learning) / S. Sundaresan, K. Suresh Kumar, V. Kishore Kumar, and A. Jayakumar -- Exploration of Deep RNN Architectures: LSTM and GRU in Medical Diagnostics of Cardiovascular and Neuro Diseases / R. Rajmohan, M. Pavithra, T. Ananth Kumar, and P. Manjubala -- Medical Image Classification and Manifold Disease Identification Through Convolutional Neural Networks: A Research Perspective / K. Suresh Kumar, A.S. Radhamani, S. Sundaresan, and T. Ananth Kumar -- Melanoma Detection on Skin Lesion Images Using K-Means Algorithm and SVM Classifier / M. Julie Therese, A. Devi, and G. Kavya -- Role of Deep Learning Techniques in Detecting Skin Cancer: A Review / S.M. Jaisakthi and B. Devikirubha -- Deep Learning and Its Applications in Biomedical Image Processing / V.V. Satyanarayana Tallapragada. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "This new volume discusses state-of-the-art deep learning techniques and approaches that can be applied in biomedical systems and health informatics. Deep learning in the biomedical field is an effective method of collecting and analyzing data that can be used for the accurate diagnosis of disease. This volume delves into a variety of applications, techniques, algorithms, platforms, and tools used in this area, such as image segmentation, classification, registration, and computer-aided analysis. The editors proceed on the principle that accurate diagnosis of disease depends on image acquisition and interpretation. There are many methods to get high resolution radiological images, but we are still lacking in automated image interpretation. Currently deep learning techniques are providing a feasible solution for automatic diagnosis of disease with good accuracy. Analyzing clinical data using deep learning techniques enables clinicians to diagnose diseases at an early stage and treat the patients more effectively. Chapters explore such approaches as deep learning algorithms, convolutional neural networks and recurrent neural network architecture, image stitching techniques, deep RNN architectures, and more. The volume also depicts how deep learning techniques can be applied for medical diagnostics of several specific health scenarios, such as cancer, COVID-19, acute neurocutaneous syndrome, cardiovascular and neuro diseases, skin lesions and skin cancer, etc. Key features: Introduces important recent technological advancements in the field, describes the various techniques, platforms, and tools used in biomedical deep learning systems, includes informative case studies that help to explain the new technologies. Handbook of Deep Learning in Biomedical Engineering and Health Informatics provides a thorough exploration of biomedical systems applied with deep learning techniques and will provide valuable information for researchers, medical and industry practitioners, academicians, and students."-- |
| Assigning source | Provided by publisher. |
| 532 #0 - | |
| -- | EBSCOhost |
| -- | "EBSCO evaluates our products based on the Web Content Accessibility Guidelines (WCAG) and the related Section 508 and EN 301 549 regulations in the US and EU. Most EBSCO products are substantially conformant with WCAG 2.2 level AA." Source: https://connect.ebsco.com/s/article/EBSCO-VPATs?language=en_US. Last accessed April 22, 2025. |
| 545 0# - BIOGRAPHICAL OR HISTORICAL DATA | |
| Biographical or historical data | E. Golden Julie, PhD, is a Senior Assistant Professor in the Department of Computer Science and Engineering at Anna University, Regional Campus, Tirunelveli, India. With more than 12 years of experience in teaching, shehas published and presented many papers at national and international conferences. She has written ten book chapters and isco-editor ofthe books Successful Implementation and Deployment of IoT Projects in Smart Cities and Handbook of Research on Blockchain Technology: Trend and Technologies. She also acts as a reviewer for many journals on computers and electrical engineering. Y. Harold Robinson, PhD, is currently working at the School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, India. He has more than 15 years of experience in teaching, has published many papers in international journals and presentedat both national and international conferences. Along with Dr. Julie, Dr. Robinson is co-editor of the books Successful Implementation and Deployment of IoT Projects in Smart Cities and Handbook of Research on Blockchain Technology: Trend and Technologies. He is a reviewer of many journals.S. M. Jaisakthi, PhD, is an Associate Professor at the School of Computer Science and Engineering at the Vellore Institute of Technology, Vellore,India. Dr. Jaisakthi has extensive research experience in machine learning in image processing, medical image analysis and in building deep learning models. She has published many research publications in refereed international journals and in proceedings of international conferences. Currently she is investigating a project funded by the Science and Engineering Research Board (SERB). |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on online resource; title from digital title page (viewed on July 19, 2023). |
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| 690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN) | |
| Topical term or geographic name as entry element | Artificial intelligence. |
| 9 (RLIN) | 58441 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Julie, Golden, |
| Dates associated with a name | 1984- |
| Relator term | editor. |
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| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Jaisakthi, S. M., |
| Relator term | editor. |
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| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Robinson, Y. Harold, |
| Relator term | editor. |
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| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Title | Handbook of deep learning in biomedical engineering and health informatics. |
| Edition | First edition. |
| Place, publisher, and date of publication | Palm Bay, FL, USA ; Burlington, ON, Canada : Apple Academic Press ; Boca Raton, FL, USA ; Abingdon, Oxon, UK : CRC Press, 2021 |
| International Standard Book Number | 1771889985 |
| -- | 9781771889988 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Biomedical engineering (Apple Academic Press) |
| 9 (RLIN) | 63895 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | EBSCOhost |
| Uniform Resource Identifier | <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2685923">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2685923</a> |
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