Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis : First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022 : proceedings

Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis : First MICCAI Workshop, ISGIE 2022, and Fourth MICCAI Workshop, GRAIL 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022 : proceedings / Luigi Manfredi, Seyed-Ahmad Ahmadi, Michael Bronstein, Anees Kazi, Davide Lomanto, Alwyn Mathew, Ludovic Magerand, Kamilia Mullakaeva, Bartlomiej Papiez, Russell H. Taylor, Emanuele Trucco (eds.).

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 p...

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Bibliographic Details
Corporate Authors: ISGIE (Workshop) Singapore), GRAIL (Workshop), International Conference on Medical Image Computing and Computer-Assisted Intervention
Other Authors: Manfredi, Luigi (Editor), Ahmadi, Seyed-Ahmad (Editor), Bronstein, Michael (Editor), Kazi, Anees (Editor), Lomanto, D. (Editor), Mathew, Alwyn (Editor), Magerand, Ludovic (Editor), Mullakaeva, Kamilia (Editor), Papiez, Bartłomiej W. (Editor), Taylor, Russell H. (Editor), Trucco, Emanuele (Editor)
Format: eBook
Language:English
Published: Cham : Springer, [2022]
Series:Lecture notes in computer science ; 13754.
Subjects:
Gastrointestinal system > Examination > Congresses.
Gastrointestinal system > Imaging > Congresses.
Endoscopy > Congresses.
Imaging systems in medicine > Mathematics > Congresses.
Endoscopy
Gastrointestinal system > Examination
Gastrointestinal system > Imaging
Electronic books.
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Online Access:Click for online access
Table of Contents:
  • 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.

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