Deep Learning and Convolutional Neural Networks for Medical Image Computing Precision Medicine, High Performance and Large-Scale Datasets /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Lu, Le (Επιμελητής έκδοσης), Zheng, Yefeng (Επιμελητής έκδοσης), Carneiro, Gustavo (Επιμελητής έκδοσης), Yang, Lin (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Advances in Computer Vision and Pattern Recognition,
• Θέματα: Computer science.; Radiology.; Artificial intelligence.; Image processing.; Neural networks (Computer science).; Computer Science.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Mathematical Models of Cognitive Processes and Neural Networks.; Imaging / Radiology.

This timely text/reference presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural netw...