Produktnummer:
1804a6a95693a54e549fc68a9f56e11580
| Themengebiete: | Artificial Intelligence Decision Support Deep Learning Image Analysis Machine Learning Medical Physics Outcome Modelling Radiation Oncology Radiation Physics Treatment Planning |
|---|---|
| Veröffentlichungsdatum: | 04.02.2023 |
| EAN: | 9783030830496 |
| Auflage: | 2 |
| Sprache: | Englisch |
| Seitenzahl: | 513 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | El Naqa, Issam Murphy, Martin J. |
| Verlag: | Springer International Publishing |
Produktinformationen "Machine and Deep Learning in Oncology, Medical Physics and Radiology"
This book, now in an extensively revised and updated second edition, provides a comprehensive overview of both machine learning and deep learning and their role in oncology, medical physics, and radiology. Readers will find thorough coverage of basic theory, methods, and demonstrative applications in these fields. An introductory section explains machine and deep learning, reviews learning methods, discusses performance evaluation, and examines software tools and data protection. Detailed individual sections are then devoted to the use of machine and deep learning for medical image analysis, treatment planning and delivery, and outcomes modeling and decision support. Resources for varying applications are provided in each chapter, and software code is embedded as appropriate for illustrative purposes. The book will be invaluable for students and residents in medical physics, radiology, and oncology and will also appeal to more experienced practitioners and researchers and members ofapplied machine learning communities.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen