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020 _a9783319675589
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024 7 _a10.1007/978-3-319-67558-9
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245 1 0 _aDeep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
_h[electronic resource] :
_bThird International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings /
_cedited by M. Jorge Cardoso, Tal Arbel, Gustavo Carneiro, Tanveer Syeda-Mahmood, João Manuel R.S. Tavares, Mehdi Moradi, Andrew Bradley, Hayit Greenspan, João Paulo Papa, Anant Madabhushi, Jacinto C. Nascimento, Jaime S. Cardoso, Vasileios Belagiannis, Zhi Lu.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXIX, 385 p. 169 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v10553
520 _aThis book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.
650 0 _aComputer vision.
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650 0 _aArtificial intelligence.
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650 0 _aMedical informatics.
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650 0 _aBioinformatics.
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650 0 _aLogic design.
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650 1 4 _aComputer Vision.
_9170989
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aHealth Informatics.
_931799
650 2 4 _aComputational and Systems Biology.
_931619
650 2 4 _aLogic Design.
_93686
700 1 _aCardoso, M. Jorge.
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700 1 _aArbel, Tal.
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700 1 _aCarneiro, Gustavo.
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700 1 _aSyeda-Mahmood, Tanveer.
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700 1 _aTavares, João Manuel R.S.
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700 1 _aMoradi, Mehdi.
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700 1 _aBradley, Andrew.
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700 1 _aGreenspan, Hayit.
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700 1 _aPapa, João Paulo.
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700 1 _aMadabhushi, Anant.
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700 1 _aNascimento, Jacinto C.
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700 1 _aCardoso, Jaime S.
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700 1 _aBelagiannis, Vasileios.
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700 1 _aLu, Zhi.
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
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