Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Greenspan, Hayit (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Tanno, Ryutaro (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Erdt, Marius (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Arbel, Tal (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Baumgartner, Christian (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Dalca, Adrian (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Sudre, Carole H. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Wells, William M. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Drechsler, Klaus (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Linguraru, Marius George (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Oyarzun Laura, Cristina (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Shekhar, Raj (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Wesarg, Stefan (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), González Ballester, Miguel Ángel (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: Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11840
• Θέματα: Artificial intelligence.; Optical data processing.; Health informatics.; Artificial Intelligence.; Image Processing and Computer Vision.; Health Informatics.
• Φυσική περιγραφή: XVII, 192 p. 83 illus., 76 illus. in color. online resource.
• ISBN: 9783030326890
• DOI: 10.1007/978-3-030-32689-0

This book constitutes the refereed proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. For UNSURE 2019, 8 papers from 15 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world. CLIP 2019 accepted 11 papers from the 15 submissions received. The workshops provides a forum for work centred on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data. .