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020 _a9783030875893
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024 7 _a10.1007/978-3-030-87589-3
_2doi
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_2bicssc
072 7 _aCOM016000
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072 7 _aUYQV
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082 0 4 _a006.37
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245 1 0 _aMachine Learning in Medical Imaging
_h[electronic resource] :
_b12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings /
_cedited by Chunfeng Lian, Xiaohuan Cao, Islem Rekik, Xuanang Xu, Pingkun Yan.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXVIII, 704 p. 248 illus., 232 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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_2rdacarrier
347 _atext file
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v12966
520 _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.
650 0 _aComputer vision.
_9118607
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aPattern recognition systems.
_93953
650 0 _aBioinformatics.
_99561
650 1 4 _aComputer Vision.
_9118608
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Engineering and Networks.
_9118609
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputational and Systems Biology.
_931619
700 1 _aLian, Chunfeng.
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700 1 _aCao, Xiaohuan.
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700 1 _aRekik, Islem.
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700 1 _aXu, Xuanang.
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_9118613
700 1 _aYan, Pingkun.
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_9118614
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v12966
_9118616
856 4 0 _uhttps://doi.org/10.1007/978-3-030-87589-3
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