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CADA@MICCAI 2020: Lima, Peru

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Anja Hennemuth, Leonid Goubergrits, Matthias Ivantsits, Jan-Martin Kuhnigk:
Cerebral Aneurysm Detection - First Challenge, CADA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings. Lecture Notes in Computer Science 12643, Springer 2021, ISBN 978-3-030-72861-8

Overview of the CADA Challenge at MICCAI 2020

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Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Anja Hennemuth:
Cerebral Aneurysm Detection and Analysis Challenge 2020 (CADA). 3-17

Introduction

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Andreas Spuler, Leonid Goubergrits:
CADA: Clinical Background and Motivation. 21-28

Cerebral Aneurysm Detection

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Matthias Ivantsits, Jan-Martin Kuhnigk, Markus Hüllebrand, Titus Kühne, Anja Hennemuth:
Deep Learning-Based 3D U-Net Cerebral Aneurysm Detection. 31-38
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Yizhuan Jia, Weibin Liao, Yi Lv, Ziyu Su, Jiaqi Dou, Zhongwei Sun, Xuesong Li:
Detect and Identify Aneurysms Based on Adjusted 3D Attention UNet. 39-48

Cerebral Aneurysm Segmentation

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Suprosanna Shit, Ivan Ezhov, Johannes C. Paetzold, Bjoern H. Menze:
Aν-Net: Automatic Detection and Segmentation of Aneurysm. 51-57
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Ziyu Su, Yizhuan Jia, Weibin Liao, Yi Lv, Jiaqi Dou, Zhongwei Sun, Xuesong Li:
3D Attention U-Net with Pretraining: A Solution to CADA-Aneurysm Segmentation Challenge. 58-67
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Jun Ma, Ziwei Nie:
Exploring Large Context for Cerebral Aneurysm Segmentation. 68-72

Cerebral Aneurysm Rupture Risk Estimation

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Kartik Jain:
CADA Challenge: Rupture Risk Assessment Using Computational Fluid Dynamics. 75-86
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Yanfei Liu, Yunqiao Yang, Yi Lin, Yuexiang Li, Dong Wei, Kai Ma, Yefeng Zheng:
Cerebral Aneurysm Rupture Risk Estimation Using XGBoost and Fully Connected Neural Network. 87-92
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Matthias Ivantsits, Markus Hüllebrand, Sebastian Kelle, Titus Kühne, Anja Hennemuth:
Intracranial Aneurysm Rupture Risk Estimation Utilizing Vessel-Graphs and Machine Learning. 93-103
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Matthias Ivantsits, Leonid Goubergrits, Jan Brüning, Andreas Spuler, Anja Hennemuth:
Intracranial Aneurysm Rupture Prediction with Computational Fluid Dynamics Point Clouds. 104-112

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