03860nam 22006495 450 991048305470332120200704145003.03-319-42016-X10.1007/978-3-319-42016-5(CKB)3710000000765261(DE-He213)978-3-319-42016-5(MiAaPQ)EBC5592469(PPN)19451501X(EXLCZ)99371000000076526120160729d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMedical Computer Vision: Algorithms for Big Data International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers /edited by Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Shaoting Zhang, Weidong Cai, Dimitris Metaxas1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XV, 182 p. 70 illus.) Image Processing, Computer Vision, Pattern Recognition, and Graphics ;96013-319-42015-1 Pedicting disease -- Atlas exploitation and avoidance -- Machine learning based analyses -- Advanced methods for image analysis -- Poster sessions.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.Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9601Optical data processingPattern recognitionHealth informaticsImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XHealth Informaticshttps://scigraph.springernature.com/ontologies/product-market-codes/I23060Optical data processing.Pattern recognition.Health informatics.Image Processing and Computer Vision.Pattern Recognition.Health Informatics.610.285Menze Bjoernedthttp://id.loc.gov/vocabulary/relators/edtLangs Georgedthttp://id.loc.gov/vocabulary/relators/edtMontillo Albertedthttp://id.loc.gov/vocabulary/relators/edtKelm Michaeledthttp://id.loc.gov/vocabulary/relators/edtMüller Henningedthttp://id.loc.gov/vocabulary/relators/edtZhang Shaotingedthttp://id.loc.gov/vocabulary/relators/edtCai Weidongedthttp://id.loc.gov/vocabulary/relators/edtMetaxas Dimitrisedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910483054703321Medical Computer Vision: Algorithms for Big Data1887820UNINA