LEADER 03885nam 22006495 450 001 996465687903316 005 20200704145003.0 010 $a3-319-42016-X 024 7 $a10.1007/978-3-319-42016-5 035 $a(CKB)3710000000765261 035 $a(DE-He213)978-3-319-42016-5 035 $a(MiAaPQ)EBC5592469 035 $a(PPN)19451501X 035 $a(EXLCZ)993710000000765261 100 $a20160729d2016 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMedical Computer Vision: Algorithms for Big Data$b[electronic resource] $eInternational Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers /$fedited by Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Müller, Shaoting Zhang, Weidong Cai, Dimitris Metaxas 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XV, 182 p. 70 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v9601 311 $a3-319-42015-1 327 $aPedicting disease -- Atlas exploitation and avoidance -- Machine learning based analyses -- Advanced methods for image analysis -- Poster sessions. 330 $aThis book constitutes the thoroughly refereed prost-workshop proceedings of the International Workshop on Medical Computer Vision: Algorithms for Big Data, MCS 2015, held in Munich, Germany, in October 2015, held in conjunction with the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. The workshop shows well the current trends and tendencies in medical computer vision and how the techniques can be used in clinical work and on large data sets. It is organized in the following sections: predicting disease; atlas exploitation and avoidance; machine learning based analyses; advanced methods for image analysis; poster sessions. The 10 full, 5 short, 1 invited papers and one overview paper presented in this volume were carefully reviewed and selected from 22 submissions. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v9601 606 $aOptical data processing 606 $aPattern recognition 606 $aHealth informatics 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060 615 0$aOptical data processing. 615 0$aPattern recognition. 615 0$aHealth informatics. 615 14$aImage Processing and Computer Vision. 615 24$aPattern Recognition. 615 24$aHealth Informatics. 676 $a610.285 702 $aMenze$b Bjoern$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLangs$b Georg$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMontillo$b Albert$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKelm$b Michael$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMüller$b Henning$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aZhang$b Shaoting$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCai$b Weidong$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMetaxas$b Dimitris$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465687903316 996 $aMedical Computer Vision: Algorithms for Big Data$91887820 997 $aUNISA