Cerebral Aneurysm Detection and Analysis

First Challenge, CADA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings

Häftad, Engelska, 2021

Av Anja Hennemuth, Leonid Goubergrits, Matthias Ivantsits, Jan-Martin Kuhnigk

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This book constitutes the First Cerebral Aneurysm Detection Challenge, CADA 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in October 2020. The papers were organized in topical sections as follows: cerebral aneurysm detection;

Produktinformation

Utgivningsdatum2021-04-16
Mått155 x 235 x 8 mm
Vikt207 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor113
FörlagSpringer Nature Switzerland AG
ISBN9783030728618

Tillhör följande kategorier

Overview of the CADA Challenge at MICCAI 2020.- Cerebral Aneurysm Detection and Analysis Challenge 2020 (CADA).- Introduction.- CADA: Clinical Background and Motivation.- Cerebral Aneurysm Detection.- Deep Learning-Based 3D U-Net Cerebral Aneurysm Detection.- Detect and Identify Aneurysms Based on Ajusted 3D Attention Unet.- Cerebral Aneurysm Segmentation.- A$\nu$-net: Automatic Detection and Segmentation of Aneurysm.- 3D Attention U-Net with pretraining: A Solution to CADA-Aneurysm Segmentation Challenge.- Exploring Large Context for Cerebral Aneurysm Segmentation.- Cerebral Aneurysm Rupture Risk Estimation.- CADA Challenge: Rupture risk assessment using Computational Fluid Dynamics.- Cerebral Aneurysm Rupture Risk Estimation Using XGBoost and Fully Connected Neural Network.- Intracranial aneurysm rupture risk estimation utilizing vessel-graphs and machine learning.- Intracranial aneurysm rupture prediction with computational fluid dynamics point clouds.