TY - BOOK AU - ZHOU KEVIN S AU - HAYIT GREENSPAN AU - DINGGANG SHEN TI - DEEP LEARNING FOR MEDICAL IMAGE ANALYSIS SN - 978-0-323-85124-4 U1 - 616.075 ZHO SECOND PY - 2024/// CY - CAMBRIDGE PB - ELSEVIER INC, ACADEMIC PRESS KW - MACHINE LEARNING KW - COMPUTER SCIENCE KW - R-23 N1 - MEDICAL IMAGE ANALYSIS; COMPUTER SCIENCE N2 - This book serves as both a textbook and reference for researchers, medical imaging specialists, and AI engineers. It systematically presents how deep learning methods, particularly convolutional neural networks (CNNs), autoencoders, recurrent networks, and generative adversarial networks (GANs), have transformed medical image analysis tasks such as detection, segmentation, classification, and diagnosis ER -