소장자료
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003 | DE-He213▲ | ||
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020 | ▼a9783031210839▼9978-3-031-21083-9▲ | ||
024 | 7 | ▼a10.1007/978-3-031-21083-9▼2doi▲ | |
050 | 4 | ▼aTA1501-1820▲ | |
050 | 4 | ▼aTA1634▲ | |
082 | 0 | 4 | ▼a006▼223▲ |
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▼2rdamedia▲ | ||
338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
347 | ▼atext file▼bPDF▼2rda▲ | ||
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—Digital techniques.▲ | |
650 | 0 | ▼aComputer vision.▲ | |
650 | 0 | ▼aComputer engineering.▲ | |
650 | 0 | ▼aComputer networks .▲ | |
650 | 0 | ▼aArtificial intelligence.▲ | |
650 | 0 | ▼aEducation—Data processing.▲ | |
650 | 0 | ▼aSocial sciences—Data 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.▼eeditor.▼0(orcid)0000-0001-8130-9701▼1https://orcid.org/0000-0001-8130-9701▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aAhmadi, Seyed-Ahmad.▼eeditor.▼0(orcid)0000-0002-7082-0739▼1https://orcid.org/0000-0002-7082-0739▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aBronstein, Michael.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aKazi, Anees.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aLomanto, Davide.▼eeditor.▼0(orcid)0000-0001-7240-6227▼1https://orcid.org/0000-0001-7240-6227▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aMathew, Alwyn.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aMagerand, Ludovic.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aMullakaeva, Kamilia.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aPapiez, Bartlomiej.▼eeditor.▼0(orcid)0000-0002-8432-2511▼1https://orcid.org/0000-0002-8432-2511▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aTaylor, Russell H.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aTrucco, Emanuele.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
710 | 2 | ▼aSpringerLink (Online service)▲ | |
773 | 0 | ▼tSpringer Nature eBook▲ | |
776 | 0 | 8 | ▼iPrinted edition:▼z9783031210822▲ |
776 | 0 | 8 | ▼iPrinted edition:▼z9783031210846▲ |
830 | 0 | ▼aLecture Notes in Computer Science,▼x1611-3349 ;▼v13754▲ | |
856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-031-21083-9▲ |
Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis[electronic resource] : First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings
자료유형
국외eBook
서명/책임사항
Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis [electronic resource] : First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings / edited 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.
개인저자
판사항
1st ed. 2022.
형태사항
XII, 129 p. 35 illus., 34 illus. in color. online resource.
총서사항
Lecture Notes in Computer Science , 1611-3349 ; 13754
Lecture Notes in Computer Science , 1611-3349 ; 13754
Lecture Notes in Computer Science , 1611-3349 ; 13754
내용주기
Imaging 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.
요약주기
This 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.
주제
Image processing—Digital techniques.
Computer vision.
Computer engineering.
Computer networks .
Artificial intelligence.
Education—Data processing.
Social sciences—Data processing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Engineering and Networks.
Artificial Intelligence.
Computer Engineering and Networks.
Computers and Education.
Computer Application in Social and Behavioral Sciences.
Computer vision.
Computer engineering.
Computer networks .
Artificial intelligence.
Education—Data processing.
Social sciences—Data processing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Engineering and Networks.
Artificial Intelligence.
Computer Engineering and Networks.
Computers and Education.
Computer Application in Social and Behavioral Sciences.
ISBN
9783031210839
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