Machine Learning in Radiation Oncology (PDF)

Name: Machine Learning in Radiation Oncology
Brand: Springer-Verlag GmbH
SKU: 69959663
Price: 93.49 EUR
Availability: OnlineOnly

Theory and Applications (Sprache: Englisch)

Schreiben Sie einen Kommentar zu "Machine Learning in Radiation Oncology".

Merken

Mehr zum Inhalt Video

sofort als Download lieferbar

Bestellnummer: 69959663

eBook (pdf) 93.49 €

Download bestellen

Verschenken

Lastschrift, Kreditkarte, Paypal, Rechnung
Kostenloser tolino webreader

Produktdetails

Produktbeschreibung
eBook Hilfe
Biblio. Angaben / Produktdetails

Produktinformationen zu „Machine Learning in Radiation Oncology (PDF)“

This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in radiation oncology. Detailed individual sections are then devoted to the use of machine learning in quality assurance; computer-aided detection, including treatment planning and contouring; image-guided radiotherapy; respiratory motion management; and treatment response modeling and outcome prediction. The book will be invaluable for students and residents in medical physics and radiation oncology and will also appeal to more experienced practitioners and researchers and members of applied machine learning communities.