Title Information
Title
IDxxxxx
Abstract
De-identified images and data from a sample of 354 patients with random US-guided liver biopsies collected during a four-year period used in the retrospective study. The study was heterogeneous with regard to device settings, operator characteristics, and anatomic view. From these patients, we collected 624 liver US images and the patient’s corresponding quantitative values of triglyceride lipids (%) from pathology. Patients with targeted biopsies were excluded, since tumors affect triglyceride lipid content. After removing patients with targeted biopsies, we had 488 images from 288 patients. Two experienced radiologists blinded to results independently examined all of the images in the steatosis dataset. Each radiologist chose an image in each patient’s series of images that best displayed the hepatic echo-texture. On that image, each drew a Region of Interest (ROI) using ImageJ.
Name
Name Part
Wu, Jie Ying
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Name
Name Part
Tuomi, Adam
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Name
Name Part
Beland, Michael D.
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Name
Name Part
Konrad, Joseph
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Name
Name Part
Glidden, David
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Name
Name Part
Grand, David
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Name
Name Part
Merck, Derek
Role
Role Term (marcrelator) (authorityURI="http://id.loc.gov/vocabulary/relators", valueURI="http://id.loc.gov/vocabulary/relators/cre")
Creator
Origin Information
Date Created
2016
Subject (Local)
Topic
Ultrasound images
Subject (Local)
Topic
Hepatic steatosis
Subject (Local)
Topic
Liver
Subject (Local)
Topic
Ultrasonography
Subject (Local)
Topic
Diagnostics
Subject (Local)
Topic
Computer aided diagnosis and therapy
Subject (Local)
Topic
Image filtering
Subject (Local)
Topic
Quantitative analysis
Note: citation
For more information see Jie Ying Wu, Adam Tuomi, Michael D. Beland, Joseph Konrad, David Glidden, David Grand, Derek Merck, "Quantitative analysis of ultrasound images for computer-aided diagnosis," Journal of Medical Imaging 3(1) (2016) https://doi.org/10.1117/1.JMI.3.1.014501
Type of Resource
mixed material
Genre
data set
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