Description |
1 online resource (xxv, 703 pages) : illustrations |
Series |
Lecture Notes in Computer Science, 0302-9743 ; 9901 |
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LNCS sublibrary, SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 9901. 0302-9743
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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Contents |
Machine learning and feature selection -- Deep learning in medical imaging -- Applications of machine learning -- Segmentation -- Cell image analysis |
Summary |
The three-volume set LNCS 9900, 9901, and 9902 constitutes the refereed proceedings of the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, held in Athens, Greece, in October 2016. Based on rigorous peer reviews, the program committee carefully selected 228 revised regular papers from 756 submissions for presentation in three volumes. The papers have been organized in the following topical sections: Part I: brain analysis, brain analysis - connectivity; brain analysis - cortical morphology; Alzheimer disease; surgical guidance and tracking; computer aided interventions; ultrasound image analysis; cancer image analysis; Part II: machine learning and feature selection; deep learning in medical imaging; applications of machine learning; segmentation; cell image analysis; Part III: registration and deformation estimation; shape modeling; cardiac and vascular image analysis; image reconstruction; and MR image analysis |
Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed October 21, 2016) |
Subject |
Diagnostic imaging -- Data processing -- Congresses
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Computer-assisted surgery -- Congresses
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Pattern recognition.
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Graphics programming.
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Artificial intelligence.
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Radiology.
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Medical equipment & techniques.
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Image processing.
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Computers -- Computer Vision & Pattern Recognition.
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Computers -- Computer Graphics.
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Computers -- Intelligence (AI) & Semantics.
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Medical -- Biochemistry.
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Medical -- General.
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Computer-assisted surgery
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Diagnostic imaging -- Data processing
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Ourselin, Sébastien, editor.
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Joskowicz, Leo, 1961- editor.
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Sabuncu, Mert Rory, 1979- editor.
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Unal, Gozde, editor
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Wells, William M., editor.
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ISBN |
9783319467238 |
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3319467239 |
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3319467220 |
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9783319467221 |
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