bokomslag Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers
Data & IT

Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers

Oscar Camara Esther Puyol-Antn Chen Qin Maxime Sermesant Avan Suinesiaputra

Pocket

1349:-

Funktionen begränsas av dina webbläsarinställningar (t.ex. privat läge).

Uppskattad leveranstid 7-12 arbetsdagar

Fri frakt för medlemmar vid köp för minst 249:-

  • 515 sidor
  • 2023
This book constitutes the proceedings of the 13th International Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2022, held in conjunction with the 25th MICCAI conference. The 34 regular workshop papers included in this volume were carefully reviewed and selected after being revised and deal with topics such as: common cardiac segmentation and modelling problems to more advanced generative modelling for ageing hearts, learning cardiac motion using biomechanical networks, physics-informed neural networks for left atrial appendage occlusion, biventricular mechanics for Tetralogy of Fallot, ventricular arrhythmia prediction by using graph convolutional network, and deeper analysis of racial and sex biases from machine learning-based cardiac segmentation. In addition, 14 papers from the CMRxMotion challenge are included in the proceedings which aim to assess the effects of respiratory motion on cardiac MRI (CMR) imaging quality and examine the robustness of segmentation models in face of respiratory motion artefacts. A total of 48 submissions to the workshop was received.
  • Författare: Oscar Camara, Esther Puyol-Antn, Chen Qin, Maxime Sermesant, Avan Suinesiaputra
  • Format: Pocket/Paperback
  • ISBN: 9783031234422
  • Språk: Engelska
  • Antal sidor: 515
  • Utgivningsdatum: 2023-01-28
  • Förlag: Springer International Publishing AG