Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Lu, Le (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Wang, Xiaosong (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Carneiro, Gustavo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Yang, Lin (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Advances in Computer Vision and Pattern Recognition,
• Θέματα: Optical data processing.; Radiology.; Artificial intelligence.; Neural networks (Computer science) .; Image Processing and Computer Vision.; Imaging / Radiology.; Artificial Intelligence.; Mathematical Models of Cognitive Processes and Neural Networks.

This book reviews the state of the art in deep learning approaches to high-performance robust disease detection, robust and accurate organ segmentation in medical image computing (radiological and pathological imaging modalities), and the construction and mining of large-scale radiology databases. I...