This repository contains the data related to the paper “CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging” (10.1109/TUFFC.2021.3131383). It contains multiple datasets used for training and testing, as well as the trained models and results (predictions and metrics). In particular, it contains a large-scale simulated training dataset composed of 31000 images for the three different imaging configuration considered (i.e., low quality, high quality, and ultrahigh quality).

Dataset Files

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[1] Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran, "CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/vn0e-cw64. Accessed: Dec. 14, 2024.
@data{vn0e-cw64-22,
doi = {10.21227/vn0e-cw64},
url = {http://dx.doi.org/10.21227/vn0e-cw64},
author = {Dimitris Perdios; Manuel Vonlanthen; Florian Martinez; Marcel Arditi; Jean-Philippe Thiran },
publisher = {IEEE Dataport},
title = {CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data},
year = {2022} }
TY - DATA
T1 - CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data
AU - Dimitris Perdios; Manuel Vonlanthen; Florian Martinez; Marcel Arditi; Jean-Philippe Thiran
PY - 2022
PB - IEEE Dataport
UR - 10.21227/vn0e-cw64
ER -
Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran. (2022). CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data. IEEE Dataport. http://dx.doi.org/10.21227/vn0e-cw64
Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran, 2022. CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data. Available at: http://dx.doi.org/10.21227/vn0e-cw64.
Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran. (2022). "CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data." Web.
1. Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran. CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/vn0e-cw64
Dimitris Perdios, Manuel Vonlanthen, Florian Martinez, Marcel Arditi, Jean-Philippe Thiran. "CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data." doi: 10.21227/vn0e-cw64