Cerebral aneurysm detection : first challenge, CADA 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, proceedings

Cerebral aneurysm detection : first challenge, CADA 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, proceedings / Anja Hennemuth, Leonid Goubergrits, Matthias Ivantsits, Jan-Martin Kuhnigk (eds.).

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 conference was planned to take place in Lima, Peru,...

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Bibliographic Details
Corporate Authors: Cerebral Aneurysm Detection and Analysis Online, International Conference on Medical Image Computing and Computer-Assisted Intervention
Other Authors: Hennemuth, Anja (Editor), Goubergrits, Leonid (Editor), Ivantsits, Matthias (Editor), Kuhnigk, Jan-Martin (Editor)
Format: eBook
Language:English
Published: Cham : Springer, [2021]
Series:Lecture notes in computer science ; 12643.
LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics.
Subjects:
Diagnostic imaging > Digital techniques > Congresses.
Intracranial aneurysms > Imaging > Congresses.
Diagnostic imaging > Digital techniques
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Online Access:Click for online access
Table of Contents:
  • 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.

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