Übersicht			Auf mobile öffnen

Lieferstatus:	Auf Bestellung (Lieferzeit unbekannt)
Veröffentlichung:	Dezember 2021
Genre:	Naturwissensch., Medizin, Technik
	Biomedical engineering / Biomedical engineering / Medical engineering / biotechnology / SCIENCE / Biotechnology / TECHNOLOGY & ENGINEERING / Biomedical
ISBN:	9780323911719
EAN-Code:	9780323911719
Verlag:	Elsevier
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 191 mm / D 20 mm
Gewicht:	540 gr
Illustration:	60 illustrations (40 in full color), Illustrationen, nicht spezifiziert
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

Brain Tumor MRI Image Segmentation Using Deep Learning Techniques offers a description of deep learning approaches used for the segmentation of brain tumors. The book demonstrates core concepts of deep learning algorithms by using diagrams, data tables and examples to illustrate brain tumor segmentation. After introducing basic concepts of deep learning-based brain tumor segmentation, sections cover techniques for modeling, segmentation and properties. A focus is placed on the application of different types of convolutional neural networks, like single path, multi path, fully convolutional network, cascade convolutional neural networks, Long Short-Term Memory - Recurrent Neural Network and Gated Recurrent Units, and more. The book also highlights how the use of deep neural networks can address new questions and protocols, as well as improve upon existing challenges in brain tumor segmentation.