TY - BOOK AU - Menze,Bjoern AU - Langs,Georg AU - Montillo,Albert AU - Kelm,Michael AU - Müller,Henning AU - Zhang,Shaoting AU - Cai,Weidong AU - Metaxas,Dimitris ED - SpringerLink (Online service) TI - Medical Computer Vision: Algorithms for Big Data: International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers T2 - Lecture Notes in Computer Science, SN - 9783319420165 AV - TA1637-1638 U1 - 006.6 23 PY - 2016/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Computer science KW - Health informatics KW - Image processing KW - Pattern recognition KW - Computer Science KW - Image Processing and Computer Vision KW - Pattern Recognition KW - Health Informatics N1 - Pedicting disease -- Atlas exploitation and avoidance -- Machine learning based analyses -- Advanced methods for image analysis -- Poster sessions N2 - This book constitutes the thoroughly refereed prost-workshop proceedings of the International Workshop on Medical Computer Vision: Algorithms for Big Data, MCS 2015, held in Munich, Germany, in October 2015, held in conjunction with the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. The workshop shows well the current trends and tendencies in medical computer vision and how the techniques can be used in clinical work and on large data sets. It is organized in the following sections: predicting disease; atlas exploitation and avoidance; machine learning based analyses; advanced methods for image analysis; poster sessions. The 10 full, 5 short, 1 invited papers and one overview paper presented in this volume were carefully reviewed and selected from 22 submissions UR - http://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-319-42016-5 ER -