Field II Ultrasound Anechoic Lesion Channel Data Validation Set for 3DCNN Evaluation

Citation Author(s):
Leandra
Brickson
Submitted by:
Leandra Brickson
Last updated:
Tue, 05/17/2022 - 22:17
DOI:
10.21227/2e1w-p054
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Abstract 

This is a supplementary data file, providing the data used to evaluate the performance of our 3D fully convolutional neural network. This network removes reverberation noise from ultrasound channel data. This dataset is simulated ultrasound channel data, simulated in Field II Pro, and has artificial reverberation and thermal noise added. This dataset will be linked to our publication, once it is accepted. 

Instructions: 

The zip file contains two folders, mat_files and pre_f2p. pre_f2p contains the raw output of the Field II Pro simulations. This data can be processed from our preprocessing code provided in our github repository (https://github.com/llbricks/reverb_3DCNN). the mat_files folder contains this data which has been processed, with added noise. This is ready to be converted to npy files for use in our pytorch repository (same link as before).