Handbook of deep learning in biomedical engineering and health informatics:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | , |
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Milton
Apple Academic Press, Incorporated
2022
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| Ausgabe: | First edition |
| Schriftenreihe: | Biomedical Engineering: Techniques and Applications
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xxv, 318 Seiten Illustrationen, Diagramme |
| ISBN: | 9781771889988 |
Internformat
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Datensatz im Suchindex
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CONTENTS ՇօոԾւեսէօրտ. xiii Abbreviations. xvii A cknowledgm ent. xxi Preface. xxiii 1. Review of Existing Systems in Biomedical Using Deep Learning Algorithms. 1 M. Sowmiya, C. Thilagavathi, M. Rajeswari, R. Divya, K. Anusree, and Shyam Krishna 2. An Overview of Convolutional Neural Network Architecture and Its Variants in Medical Diagnostics of Cancer andCOVID-19. 25 M. Pavithra, R. Rajmohan, T. Ananth Kumar, and S. G. Sandhya 3. Technical Assessment of Various Image Stitching Techniques: A Deep Learning Approach.51 M. Anly Antony, R. Satheesh Kumar, G. R. Gnana King, V. Yuvaraj, and Chidambaranathan 4. CCNN: A Deep Learning Approach for an Acute Neurocutaneous Syndrome via Cloud-Based MRI Images.83 S. Arunmozhi Šelvi, T. Ananth Kumar, and R. S. Rajesh 5. Critical Investigation and Prototype Study on Deep Brain Stimulations: An Application of Biomedical Engineering in
Healthcare. 103 V. Milner Paul, S. R. Boselin Prabhu, T. Jarin, and T. Ananth Kumar 6. Insight into Various Algorithms for Medical Image Analyzes Using Convolutional Neural Networks (Deep Learning). 137 S. Sundaresan, K. Suresh Kumar, V. Kishore Kumar, and A. Jayakumar 7. Exploration of Deep RNN Architectures: LSTM and GRU in Medical Diagnostics of Cardiovascular and Neuro Diseases.167 R. Rajmohan, M. Pavithra, T. Ananth Kumar, and P. Manjubala 8. Medical Image Classification and Manifold Disease Identification Through Convolutional Neural Networks: A Research Perspective.203 K. Suresh Kumar, A. S. Radhamani, S. Sundaresan, and T. Ananth Kumar
xii 9. Contents Melanoma Detection on Skin Lesion Images Using K-Means Algorithm and SVM Classifier. 227 M. Julie Therese, A. Devi, and G. Kavya 10. Role of Deep Learning Techniques in Detecting Skin Cancer: A Review.253 S. M. Jaisakthi and B. Devikirubha 11. Deep Learning and Its Applications in Biomedical Image Processing. 281 V. V. Satyanarayana Tallapragada Index, 303 |
| adam_txt |
CONTENTS ՇօոԾւեսէօրտ. xiii Abbreviations. xvii A cknowledgm ent. xxi Preface. xxiii 1. Review of Existing Systems in Biomedical Using Deep Learning Algorithms. 1 M. Sowmiya, C. Thilagavathi, M. Rajeswari, R. Divya, K. Anusree, and Shyam Krishna 2. An Overview of Convolutional Neural Network Architecture and Its Variants in Medical Diagnostics of Cancer andCOVID-19. 25 M. Pavithra, R. Rajmohan, T. Ananth Kumar, and S. G. Sandhya 3. Technical Assessment of Various Image Stitching Techniques: A Deep Learning Approach.51 M. Anly Antony, R. Satheesh Kumar, G. R. Gnana King, V. Yuvaraj, and Chidambaranathan 4. CCNN: A Deep Learning Approach for an Acute Neurocutaneous Syndrome via Cloud-Based MRI Images.83 S. Arunmozhi Šelvi, T. Ananth Kumar, and R. S. Rajesh 5. Critical Investigation and Prototype Study on Deep Brain Stimulations: An Application of Biomedical Engineering in
Healthcare. 103 V. Milner Paul, S. R. Boselin Prabhu, T. Jarin, and T. Ananth Kumar 6. Insight into Various Algorithms for Medical Image Analyzes Using Convolutional Neural Networks (Deep Learning). 137 S. Sundaresan, K. Suresh Kumar, V. Kishore Kumar, and A. Jayakumar 7. Exploration of Deep RNN Architectures: LSTM and GRU in Medical Diagnostics of Cardiovascular and Neuro Diseases.167 R. Rajmohan, M. Pavithra, T. Ananth Kumar, and P. Manjubala 8. Medical Image Classification and Manifold Disease Identification Through Convolutional Neural Networks: A Research Perspective.203 K. Suresh Kumar, A. S. Radhamani, S. Sundaresan, and T. Ananth Kumar
xii 9. Contents Melanoma Detection on Skin Lesion Images Using K-Means Algorithm and SVM Classifier. 227 M. Julie Therese, A. Devi, and G. Kavya 10. Role of Deep Learning Techniques in Detecting Skin Cancer: A Review.253 S. M. Jaisakthi and B. Devikirubha 11. Deep Learning and Its Applications in Biomedical Image Processing. 281 V. V. Satyanarayana Tallapragada Index, 303 |
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| illustrated | Illustrated |
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| institution | BVB |
| isbn | 9781771889988 |
| language | English |
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| spelling | Julie, Golden 1984- Verfasser (DE-588)1246012561 aut Handbook of deep learning in biomedical engineering and health informatics edited by E. Golden Julie, Y. Harold Robinson, S. M. Jaisakthi First edition Milton Apple Academic Press, Incorporated 2022 xxv, 318 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Biomedical Engineering: Techniques and Applications Biomedizinische Technik (DE-588)4006882-1 gnd rswk-swf Deep Learning (DE-588)1135597375 gnd rswk-swf Medizinische Informatik (DE-588)4038261-8 gnd rswk-swf Medizinische Informatik (DE-588)4038261-8 s Deep Learning (DE-588)1135597375 s Biomedizinische Technik (DE-588)4006882-1 s DE-604 Robinson, Y. Harold (DE-588)1247844595 edt Jaisakthi, S. M. (DE-588)1251518990 edt Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032927475&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Julie, Golden 1984- Handbook of deep learning in biomedical engineering and health informatics Biomedizinische Technik (DE-588)4006882-1 gnd Deep Learning (DE-588)1135597375 gnd Medizinische Informatik (DE-588)4038261-8 gnd |
| subject_GND | (DE-588)4006882-1 (DE-588)1135597375 (DE-588)4038261-8 |
| title | Handbook of deep learning in biomedical engineering and health informatics |
| title_auth | Handbook of deep learning in biomedical engineering and health informatics |
| title_exact_search | Handbook of deep learning in biomedical engineering and health informatics |
| title_exact_search_txtP | Handbook of deep learning in biomedical engineering and health informatics |
| title_full | Handbook of deep learning in biomedical engineering and health informatics edited by E. Golden Julie, Y. Harold Robinson, S. M. Jaisakthi |
| title_fullStr | Handbook of deep learning in biomedical engineering and health informatics edited by E. Golden Julie, Y. Harold Robinson, S. M. Jaisakthi |
| title_full_unstemmed | Handbook of deep learning in biomedical engineering and health informatics edited by E. Golden Julie, Y. Harold Robinson, S. M. Jaisakthi |
| title_short | Handbook of deep learning in biomedical engineering and health informatics |
| title_sort | handbook of deep learning in biomedical engineering and health informatics |
| topic | Biomedizinische Technik (DE-588)4006882-1 gnd Deep Learning (DE-588)1135597375 gnd Medizinische Informatik (DE-588)4038261-8 gnd |
| topic_facet | Biomedizinische Technik Deep Learning Medizinische Informatik |
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