Deep Learning for Medical Decision Support Systems
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Auteur:
Utku Kose
Omer Deperlioglu
Co-auteur:
Jafar Alzubi
Bogdan Patrut
- Engels
- Paperback
- 9789811563270
- 19 juni 2021
- 171 pagina's
Samenvatting
This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems.
This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine.
Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation.
This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine.
Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation.
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- Paperback
- Oorspronkelijke releasedatum
- 19 juni 2021
- Aantal pagina's
- 171
- Illustraties
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- Hoofdauteur
- Utku Kose
- Tweede Auteur
- Omer Deperlioglu
- Co Auteur
- Bogdan Patrut
- Hoofduitgeverij
- Springer Verlag, Singapore
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- Editie
- 1st ed. 2021
- Product breedte
- 155 mm
- Product lengte
- 235 mm
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- 155 mm
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- 235 mm
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- 235 mm
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- 454 g
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- 9789811563270
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