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020 _a9783319420165
_9978-3-319-42016-5
024 7 _a10.1007/978-3-319-42016-5
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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 Müller, Shaoting Zhang, Weidong Cai, Dimitris Metaxas.
250 _a1st ed. 2016.
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 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_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 vision.
_9106448
650 0 _aPattern recognition systems.
_93953
650 0 _aMedical informatics.
_94729
650 1 4 _aComputer Vision.
_9106449
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aHealth Informatics.
_931799
700 1 _aMenze, Bjoern.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9106450
700 1 _aLangs, Georg.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9106451
700 1 _aMontillo, Albert.
_eeditor.
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_9106452
700 1 _aKelm, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9106453
700 1 _aMüller, Henning.
_eeditor.
_4edt
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_9106454
700 1 _aZhang, Shaoting.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9106455
700 1 _aCai, Weidong.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9106456
700 1 _aMetaxas, Dimitris.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9106457
710 2 _aSpringerLink (Online service)
_9106458
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319420158
776 0 8 _iPrinted edition:
_z9783319420172
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v9601
_9106459
856 4 0 _uhttps://doi.org/10.1007/978-3-319-42016-5
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