عنوان

Deep Learning for Medical Image Analysis

شابک

9780128104088 (pbk)

شماره

41675

زبان متن نوشتاري يا گفتاري و مانند آن

eng

عنوان اصلي

Deep Learning for Medical Image Analysis

نام نخستين پديدآور

/ edited by S. Kevin Zhou, Hayit Greenspan, Dinggang Shen

محل نشرو پخش و غیره

London ;San Diego

نام ناشر، پخش کننده و غيره

: Elsevier/Academic Press,

تاریخ نشرو بخش و غیره

, ├2017.

نام خاص و کميت اثر

xxiii, 433 p.

ساير جزييات

: ill. (some col.)

ابعاد

; 24 cm.

عنوان فروست

(Elsevier and MICCAI Society book series)

متن يادداشت

Language: انگلیسی

متن يادداشت

Print

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Introduction -- Medical Image Detection and recognition -- Medical image segmentation -- Medical image registration -- Computer-aided diagnosis and disease quantification -- Others. "Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component have been applied to medical image detection, segmentation and registration, and computer-aided analysis, using a wide variety of application areas. Deep Learning for Medical Image Analysis is a great learning resource for academic and industry researchers in medical imaging analysis, and for graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis"--provided by publisher.

عنوان

Elsevier and MICCAI Society book series

عنصر شناسه ای

Diagnostic imaging--Data processing

عنصر شناسه ای

Image processing

عنصر شناسه ای

Diagnostic Imaging

شماره

مستند نام اشخاص تاييد نشده

Zhou, S. Kevin

مستند نام اشخاص تاييد نشده

Greenspan, Hayit

مستند نام اشخاص تاييد نشده

Shen, Dinggang

وضعیت فهرست نویسی

old catalog