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245 1 0 _aImaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis
_h[electronic resource] :
_bFirst MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings /
_cedited by Luigi Manfredi, Seyed-Ahmad Ahmadi, Michael Bronstein, Anees Kazi, Davide Lomanto, Alwyn Mathew, Ludovic Magerand, Kamilia Mullakaeva, Bartlomiej Papiez, Russell H. Taylor, Emanuele Trucco.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2022.
300 _aXII, 129 p. 35 illus., 34 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
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338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13754
505 0 _aImaging Systems for GI Endoscopy -- Light Adaptation for Classification of the Upper Gastrointestinal Sites -- Criss-Cross Attention based Multi-Level Fusion Network for Gastric Intestinal Metaplasia Segmentation -- Colonoscopy Landmark Detection using Vision Transformers -- Real-Time Lumen Detection for Autonomous Colonoscopy -- SuperPoint Features in Endoscopy -- Estimating the Coverage in 3D Reconstructions of the Colon from Colonoscopy Videos -- Graphs in Biomedical Image Analysis -- Modular Graph Encoding and Hierarchical Readout for Functional Brain Network based eMCI Diagnosis -- Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients -- Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and Augmentation -- Using Hierarchically Connected Nodes and Multiple GNN Message Passing Steps to Increase the Contextual Information in Cell-Graph Classification -- TaG-Net: Topology-aware Graph Network for Vessel Labeling -- Transforming connectomes to “any” parcellation via graph matching.
520 _aThis book constitutes the refereed proceedings of the first MICCAI Workshop, ISGIE 2022, Imaging Systems for GI Endoscopy, and the Fourth MICCAI Workshop, GRAIL 2022, GRaphs in biomedicAL Image and analysis, held in conjunction with MICCAI 2022, Singapore, September 18, 2022. ISGIE 2022 accepted 6 papers from the 8 submissions received.This workshop focuses on novel scientific contributions to vision systems, imaging algorithms as well as the autonomous system for endorobot for GI endoscopy. This includes lesion and lumen detection, as well as 3D reconstruction of the GI tract and hand-eye coordination. GRAIL 2022 accepted 6 papers from the 10 submissions received. The workshop aims to bring together scientists that use and develop graph-based models for the analysis of biomedical images and to encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts.
650 0 _aImage processing
_xDigital techniques.
650 0 _aComputer vision.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aArtificial intelligence.
650 0 _aEducation
_xData processing.
650 0 _aSocial sciences
_xData processing.
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aComputers and Education.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
700 1 _aManfredi, Luigi.
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700 1 _aAhmadi, Seyed-Ahmad.
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700 1 _aBronstein, Michael.
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700 1 _aKazi, Anees.
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700 1 _aLomanto, Davide.
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700 1 _aMathew, Alwyn.
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700 1 _aMagerand, Ludovic.
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700 1 _aMullakaeva, Kamilia.
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700 1 _aPapiez, Bartlomiej.
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700 1 _aTaylor, Russell H.
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700 1 _aTrucco, Emanuele.
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Computer Science,
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856 4 0 _uhttps://doi.org/10.1007/978-3-031-21083-9
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