遇见数据集

Dataset of deformed ultrasound images and signals under controlled indentation

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DataONE2024-02-01 更新2024-06-08 收录
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Ultrasound imaging data (RF and scan-converted formats) of custom-made elastography phantoms. The data are robotically-acquired image sequences with controlled and gradually increasing phantom indentation. The phantom consists of a background medium traversed by a cylindrical inclusion. The data (images and RF signals) are contained in the 6 folders Acqui1 → Acqui6 corresponding to the 6 acquired image sequences on the phantom. Each Acqui_i folder contains two subfolders: the RF folder containing RF signals in .mat file format (readable in Matlab), and the folder US_Image containing the images of the sequence in PNG format. Both images and RF signals are numbered, with each index corresponding to an indentation level and a force measured by the force sensor as outlined in the Excel file (Tabulation 1). Each RFi.mat file comprises 3152 rows representing the signal along the temporal axis, and 256 columns corresponding to the number of A lines in the image. The Excel file has 5 tabs: -The first tab contains, for each of the 6 acquired image sequences, the frame number in the sequence, the corresponding indentation of the probe (in mm), the recorded voltage value on the force sensor (V), and the corresponding calculated force value (N). Thus, each image in the 6 sequences is identified by a frame number, an indentation, and a force value. -The second tab provide the acquisition parameters of the ultrasound images (frequency, depth, gain, etc.) performed using the SonixTablet ultrasound system from Ultrasonix (now bk medical). -The third tab contains stress-strain curves, the mean, and the standard deviation of the Young's modulus for both the inclusion and the background of the phantom. The Young's modulus is obtained through compression tests conducted by an electromechanical testing machine (Bose, Electroforce 3200) on 10 small cylindrical samples taken from the background and the inclusion. -The fourth tab contains the geometry and dimensions of the phantom. -The fifth tab contains the recipe used to make the gelatin phantom.

本数据集为定制弹性成像体模的超声成像数据,包含射频(RF)格式与扫描转换格式两类文件。数据为机器人采集的图像序列,对应体模被施加可控且逐步递增的压入位移。该体模由背景介质与嵌入其中的圆柱形内嵌物组成。 数据(含图像与射频信号)存储于Acqui1至Acqui6共6个文件夹中,分别对应体模上采集的6组图像序列。每个Acqui_i文件夹均包含两个子文件夹:存储.mat格式射频信号(可在Matlab中读取)的RF文件夹,以及存储序列图像的US_Image文件夹,图像格式为PNG。 图像与射频信号均带有编号,每个编号对应一个压入层级与力传感器测得的力值,详细信息见Excel文件中的表1。每个RFi.mat文件包含3152行与256列:行对应时域轴上的信号,列对应图像中的A扫描线数量。 该Excel文件包含5个工作表: - 第一个工作表记录了6组图像序列各自的序列帧编号、对应的探头压入位移(单位:mm)、力传感器记录的电压值(单位:V)以及计算得到的对应力值(单位:N)。因此,6组序列中的每幅图像均可通过帧编号、压入位移与力值进行唯一标识。 - 第二个工作表包含采用Ultrasonix(现隶属于BK医疗)SonixTablet超声系统采集的超声图像参数,包括频率、扫描深度、增益等。 - 第三个工作表包含体模内嵌物与背景介质的应力-应变曲线、杨氏模量均值与标准差。杨氏模量通过机电万能试验机(Bose Electroforce 3200)对分别取自背景介质与内嵌物的10个小型圆柱形试样进行压缩测试得到。 - 第四个工作表包含体模的几何结构与尺寸参数。 - 第五个工作表包含该明胶体模的制备配方。

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2024-02-03
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