TY  - BOOK
AU  - Manfredi,Luigi
AU  - Ahmadi,Seyed-Ahmad
AU  - Bronstein,Michael
AU  - Kazi,Anees
AU  - Lomanto,Davide
AU  - Mathew,Alwyn
AU  - Magerand,Ludovic
AU  - Mullakaeva,Kamilia
AU  - Papiez,Bartlomiej
AU  - Taylor,Russell H.
AU  - Trucco,Emanuele
TI  - 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 
T2  - Lecture Notes in Computer Science,
SN  - 9783031210839
U1  - 006 23
PY  - 2022///
CY  - Cham
PB  - Springer Nature Switzerland, Imprint: Springer
KW  - Image processing-Digital techniques
KW  - Computer vision
KW  - Computer engineering
KW  - Computer networks 
KW  - Artificial intelligence
KW  - Education-Data processing
KW  - Social sciences-Data processing
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Computer Engineering and Networks
KW  - Artificial Intelligence
KW  - Computers and Education
KW  - Computer Application in Social and Behavioral Sciences
N1  - 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
N2  - 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
UR  - https://doi.org/10.1007/978-3-031-21083-9
ER  -