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ORCIDGRAIL/OCELOT@MICCAI 2023: Vancouver, BC, Canada
- Seyed-Ahmad Ahmadi
, Sérgio Pereira:
Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology - 5th MICCAI Workshop, GRAIL 2023 and 1st MICCAI Challenge, OCELOT 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, September 23, and October 4, 2023, Proceedings. Lecture Notes in Computer Science 14373, Springer 2024, ISBN 978-3-031-55087-4
GRAIL 2023
- Yousef Yeganeh, Güktug Güvercin, Rui Xiao, Amr Abu-zer, Ehsan Adeli, Azade Farshad, Nassir Navab:
SCOPE: Structural Continuity Preservation for Retinal Vessel Segmentation. 3-13 - Tamara T. Mueller, Sophie Starck, Leonhard F. Feiner, Kyriaki-Margarita Bintsi, Daniel Rueckert, Georgios Kaissis:
Extended Graph Assessment Metrics for Regression and Weighted Graphs. 14-26 - Anees Kazi, Jocelyn S. Mora, Bruce Fischl, Adrian V. Dalca, Iman Aganj:
Multi-head Graph Convolutional Network for Structural Connectome Classification. 27-36 - Manuel Madeira, Dorina Thanou, Pascal Frossard:
Tertiary Lymphoid Structures Generation Through Graph-Based Diffusion. 37-53 - Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab:
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays. 54-63 - Kyriaki-Margarita Bintsi, Tamara T. Mueller, Sophie Starck, Vasileios Baltatzis, Alexander Hammers, Daniel Rueckert:
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression. 64-73 - Vishwesh Ramanathan, Anne L. Martel:
Self Supervised Multi-view Graph Representation Learning in Digital Pathology. 74-84 - Lucy Godson, Navid Alemi Koohbanani, Jeremie Nsengimana, Graham P. Cook, Emily L. Clarke, Darren Treanor, D. Timothy Bishop, Julia Newton-Bishop, Derek R. Magee:
Multi-level Graph Representations of Melanoma Whole Slide Images for Identifying Immune Subgroups. 85-96 - Akhila Krishna K, Ravi Kant Gupta, Nikhil Cherian Kurian, Pranav Jeevan, Amit Sethi:
Heterogeneous Graphs Model Spatial Relationship Between Biological Entities for Breast Cancer Diagnosis. 97-106
OCELOT 2023
- Lydia Anette Schoenpflug, Viktor Hendrik Koelzer:
SoftCTM: Cell Detection by Soft Instance Segmentation and Consideration of Cell-Tissue Interaction. 109-122 - Maxime W. Lafarge, Viktor Hendrik Koelzer:
Detecting Cells in Histopathology Images with a ResNet Ensemble Model. 123-129 - Yu-Wen Lo, Ching-Hui Yang:
Enhancing Cell Detection via FC-HarDNet and Tissue Segmentation: OCELOT 2023 Challenge Approach. 130-137 - Joshua Millward, Zhen He, Aiden Nibali:
Dense Prediction of Cell Centroids Using Tissue Context and Cell Refinement. 138-149 - Zhaoyang Li, Wangkai Li, Huayu Mai, Tianzhu Zhang, Zhiwei Xiong:
Enhancing Cell Detection in Histopathology Images: A ViT-Based U-Net Approach. 150-160 - Suk Min Ha, Young Sin Ko, Youngjin Park:
Generating BlobCell Label from Weak Annotations for Precise Cell Segmentation. 161-170
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