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024 7 $a10.1007/978-3-030-87589-3
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035   $a(OCoLC)1269482863
035   $a(DE-He213)978-3-030-87589-3
035   $a(PPN)258051841
035   $a(EXLCZ)994100000012036814
100   $a20210925d2021      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aMachine Learning in Medical Imaging $e12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings /$fedited by Chunfeng Lian, Xiaohuan Cao, Islem Rekik, Xuanang Xu, Pingkun Yan
205   $a1st ed. 2021.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021.
215   $a1 online resource (721 pages)
225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics,$x3004-9954 ;$v12966
311 08$a3-030-87588-1 
330   $aThis book constitutes the proceedings of the 12th International Workshop on Machine Learning in Medical Imaging, MLMI 2021, held in conjunction with MICCAI 2021, in Strasbourg, France, in September 2021.* The 71 papers presented in this volume were carefully reviewed and selected from 92 submissions. They focus on major trends and challenges in the above-mentioned area, aiming to identify new-cutting-edge techniques and their uses in medical imaging. Topics dealt with are: deep learning, generative adversarial learning, ensemble learning, sparse learning, multi-task learning, multi-view learning, manifold learning, and reinforcement learning, with their applications to medical image analysis, computer-aided detection and diagnosis, multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc. *The workshop was held virtually.
410  0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics,$x3004-9954 ;$v12966
606   $aComputer vision
606   $aArtificial intelligence
606   $aComputer engineering
606   $aComputer networks
606   $aPattern recognition systems
606   $aBioinformatics
606   $aComputer Vision
606   $aArtificial Intelligence
606   $aComputer Engineering and Networks
606   $aAutomated Pattern Recognition
606   $aComputational and Systems Biology
615  0$aComputer vision.
615  0$aArtificial intelligence.
615  0$aComputer engineering.
615  0$aComputer networks.
615  0$aPattern recognition systems.
615  0$aBioinformatics.
615 14$aComputer Vision.
615 24$aArtificial Intelligence.
615 24$aComputer Engineering and Networks.
615 24$aAutomated Pattern Recognition.
615 24$aComputational and Systems Biology.
676   $a006.31
702   $aLian$b Chunfeng
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910502639803321
996   $aMachine Learning in Medical Imaging$92998079
997   $aUNINA