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020 _a9783319420165
_9978-3-319-42016-5
024 7 _a10.1007/978-3-319-42016-5
_2doi
050 4 _aTA1637-1638
050 4 _aTA1634
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245 1 0 _aMedical Computer Vision: Algorithms for Big Data
_h[electronic resource] :
_bInternational Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers /
_cedited by Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning M�uller, Shaoting Zhang, Weidong Cai, Dimitris Metaxas.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXV, 182 p. 70 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v9601
505 0 _aPedicting disease -- Atlas exploitation and avoidance -- Machine learning based analyses -- Advanced methods for image analysis -- Poster sessions.
520 _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.
650 0 _aComputer science.
650 0 _aHealth informatics.
650 0 _aImage processing.
650 0 _aPattern recognition.
650 1 4 _aComputer Science.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aPattern Recognition.
650 2 4 _aHealth Informatics.
700 1 _aMenze, Bjoern.
_eeditor.
700 1 _aLangs, Georg.
_eeditor.
700 1 _aMontillo, Albert.
_eeditor.
700 1 _aKelm, Michael.
_eeditor.
700 1 _aM�uller, Henning.
_eeditor.
700 1 _aZhang, Shaoting.
_eeditor.
700 1 _aCai, Weidong.
_eeditor.
700 1 _aMetaxas, Dimitris.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319420158
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v9601
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-42016-5
912 _aZDB-2-SCS
912 _aZDB-2-LNC
942 _cEBK
999 _c58821
_d58821