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_aStatistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges _h[electronic resource] : _b9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers / _cedited by Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li, Kristin McLeod, Alistair Young, Kawal Rhode, Tommaso Mansi. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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300 |
_aXIV, 487 p. 216 illus., 192 illus. in color. _bonline resource. |
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336 |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v11395 |
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505 | 0 | _aCardiac imaging and image processing -- Machine learning applied to cardiac imaging and image analysis -- Atlas construction -- Statistical modelling of cardiac function across different patient populations -- Cardiac computational physiology -- Model customization -- Atlas based functional analysis -- Ontological schemata for data and results -- Integrated functional and structural analyses -- Pre-clinical and clinical applicability of these methods. | |
520 | _aThis book constitutes the thoroughly refereed post-workshop proceedings of the 9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 52 revised full workshop papers were carefully reviewed and selected from 60 submissions. The topics of the workshop included: cardiac imaging and image processing, machine learning applied to cardiac imaging and image analysis, atlas construction, statistical modelling of cardiac function across different patient populations, cardiac computational physiology, model customization, atlas based functional analysis, ontological schemata for data and results, integrated functional and structural analyses, as well as the pre-clinical and clinical applicability of these methods. | ||
650 | 0 |
_aComputer vision. _9171694 |
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650 | 0 |
_aArtificial intelligence. _93407 |
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650 | 0 |
_aComputer networks . _931572 |
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650 | 0 |
_aData mining. _93907 |
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650 | 1 | 4 |
_aComputer Vision. _9171695 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aComputer Communication Networks. _9171696 |
650 | 2 | 4 |
_aData Mining and Knowledge Discovery. _9171697 |
700 | 1 |
_aPop, Mihaela. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171698 |
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700 | 1 |
_aSermesant, Maxime. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171699 |
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700 | 1 |
_aZhao, Jichao. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171700 |
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700 | 1 |
_aLi, Shuo. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171701 |
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700 | 1 |
_aMcLeod, Kristin. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171702 |
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700 | 1 |
_aYoung, Alistair. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171703 |
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700 | 1 |
_aRhode, Kawal. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171704 |
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700 | 1 |
_aMansi, Tommaso. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171705 |
|
710 | 2 |
_aSpringerLink (Online service) _9171706 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030120283 |
776 | 0 | 8 |
_iPrinted edition: _z9783030120306 |
830 | 0 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v11395 _9171707 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-12029-0 |
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