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_a10.1007/978-3-030-32695-1 _2doi |
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_aOR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging _h[electronic resource] : _bSecond International Workshop, OR 2.0 2019, and Second International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings / _cedited by Luping Zhou, Duygu Sarikaya, Seyed Mostafa Kia, Stefanie Speidel, Anand Malpani, Daniel Hashimoto, Mohamad Habes, Tommy Löfstedt, Kerstin Ritter, Hongzhi Wang. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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300 |
_aXVI, 114 p. 35 illus., 33 illus. in color. _bonline resource. |
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490 | 1 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v11796 |
|
505 | 0 | _aProceedings of the Second International Workshop on OR 2.0 Context-Aware Operating Theaters (OR 2.0 2019) -- Feature Aggregation Decoder for Segmenting Laparoscopic Scenes -- Preoperative Planning for Guidewires employing Shape-Regularized Segmentation and Optimized Trajectories -- Guided unsupervised desmoking of laparoscopic images using Cycle-Desmoke -- Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration -- Live monitoring of hemodynamic changes with multispectral image analysis -- Towards a Cyber-Physical Systems Based Operating Room of the Future -- Proceedings of the Second International Workshop on Machine Learning in Clinical Neuroimaging: Entering the era of big data via transfer learning and data harmonization (MLCN 2019) -- Deep Transfer Learning For Whole-Brain FMRI Analyses -- Knowledge distillation for semi-supervised domain adaptation -- Relevance Vector Machines for harmonization of MRI brain volumes using image descriptors -- Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation -- A Hybrid 3DCNN and 3DC-LSTM based model for 4D Spatio-temporal fMRI data: An ABIDE Autism Classification study -- Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI across Sites. | |
520 | _aChapter 5 is available open access under a Creative Commons Attribution 4.0 International License via Springerlink. | ||
650 | 0 |
_aComputer vision. _9171750 |
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650 | 0 |
_aArtificial intelligence. _93407 |
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650 | 1 | 4 |
_aComputer Vision. _9171751 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
700 | 1 |
_aZhou, Luping. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171752 |
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700 | 1 |
_aSarikaya, Duygu. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171753 |
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700 | 1 |
_aKia, Seyed Mostafa. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171754 |
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700 | 1 |
_aSpeidel, Stefanie. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171755 |
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700 | 1 |
_aMalpani, Anand. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171756 |
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700 | 1 |
_aHashimoto, Daniel. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171757 |
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700 | 1 |
_aHabes, Mohamad. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171758 |
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700 | 1 |
_aLöfstedt, Tommy. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171759 |
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700 | 1 |
_aRitter, Kerstin. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171760 |
|
700 | 1 |
_aWang, Hongzhi. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _94897 |
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710 | 2 |
_aSpringerLink (Online service) _9171761 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030326944 |
776 | 0 | 8 |
_iPrinted edition: _z9783030326968 |
830 | 0 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v11796 _9171762 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-32695-1 |
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