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024 7 _a10.1007/978-3-031-16449-1
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245 1 0 _aMedical Image Computing and Computer Assisted Intervention - MICCAI 2022
_h[electronic resource] :
_b25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VII /
_cedited by Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2022.
300 _aXLI, 779 p. 238 illus., 228 illus. in color.
_bonline resource.
336 _atext
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337 _acomputer
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338 _aonline resource
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13437
505 0 _aImage-Guided interventions and surgery -- outcome and disease prediction -- surgical data science; surgical planning and simulation -- machine learning - domain adaptation and generalization.
520 _aThe eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022. The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: Brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; heart and lung imaging; dermatology; Part II: Computational (integrative) pathology; computational anatomy and physiology; ophthalmology; fetal imaging; Part III: Breast imaging; colonoscopy; computer aided diagnosis; Part IV: Microscopic image analysis; positron emission tomography; ultrasound imaging; video data analysis; image segmentation I; Part V: Image segmentation II; integration of imaging with non-imaging biomarkers; Part VI: Image registration; image reconstruction; Part VII: Image-Guided interventions and surgery; outcome and disease prediction; surgical data science; surgical planning and simulation; machine learning - domain adaptation and generalization; Part VIII: Machine learning - weakly-supervised learning; machine learning - model interpretation; machine learning - uncertainty; machine learning theory and methodologies. .
650 0 _aImage processing.
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650 0 _aApplication software.
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650 0 _aUser interfaces (Computer systems).
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650 0 _aHuman-computer interaction.
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650 0 _aMachine learning.
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650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_992885
650 1 4 _aImage Processing.
_97417
650 2 4 _aComputer and Information Systems Applications.
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650 2 4 _aUser Interfaces and Human Computer Interaction.
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650 2 4 _aMachine Learning.
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650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
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700 1 _aWang, Linwei.
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700 1 _aDou, Qi.
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700 1 _aFletcher, P. Thomas.
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700 1 _aSpeidel, Stefanie.
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700 1 _aLi, Shuo.
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830 0 _aLecture Notes in Computer Science,
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