Temporal Registration of Cardiac Multimodal Images Using Locally Linear Embedding Algorithm

Temporal Registration of Cardiac Multimodal Images Using Locally Linear Embedding Algorithm

Purpose: Multimodal Cardiac Image (MCI) registration is one of the evolving fields in the diagnostic methods of Cardiovascular Diseases (CVDs). Since the heart has nonlinear and dynamic behavior, Temporal Registration (TR) is the fundamental step for the spatial registration and fusion of MCIs to in...

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Bibliographic Details
Main Authors: Talayeh Ghodsizad, Hamid Behnam, Emad Fatemizadeh, Taraneh Faghihi Langroudi, Fariba Bayat
Format: Article
Language:English
Published: Tehran University of Medical Sciences 2021-11-01
Series:Frontiers in Biomedical Technologies
Subjects:
Multimodal Temporal Registration
Manifold Learning Algorithm
Locally Linear Embedding
Nonlinear Dimension Reduction
Online Access:https://fbt.tums.ac.ir/index.php/fbt/article/view/358

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https://fbt.tums.ac.ir/index.php/fbt/article/view/358

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