Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Stoyanov, Danail (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Taylor, Zeike (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Carneiro, Gustavo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Syeda-Mahmood, Tanveer (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Martel, Anne (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Maier-Hein, Lena (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Tavares, João Manuel R.S (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Bradley, Andrew (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Papa, João Paulo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Belagiannis, Vasileios (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Nascimento, Jacinto C. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Lu, Zhi (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Conjeti, Sailesh (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Moradi, Mehdi (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Greenspan, Hayit (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Madabhushi, Anant (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11045
• Θέματα: Artificial intelligence.; Health informatics.; Education-Data processing.; Application software.; Computer security.; Artificial Intelligence.; Health Informatics.; Computers and Education.; Computer Appl. in Social and Behavioral Sciences.; Systems and Data Security.
• Φυσική περιγραφή: XVII, 387 p. 159 illus. online resource.
• ISBN: 9783030008895
• DOI: 10.1007/978-3-030-00889-5

This book constitutes the refereed joint proceedings of the 4th International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2018, and the 8th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 39 full papers presented at DLMIA 2018 and the 4 full papers presented at ML-CDS 2018 were carefully reviewed and selected from 85 submissions to DLMIA and 6 submissions to ML-CDS. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.