临床调查结果与统计分析

包含Butterfly iQ与常规眼科超声成像比较的临床调查结果和统计分析数据。

Figshare
2024-05-13 更新
浏览 21
表格three retina specialistsremaining graders showedpoint likert scalelow acoustic reflectivitylateral phantom featuresimaging small axialstatistically significant preferenceclinical imaging performanceportable ultrasound systemssignificant preferenceimaging performanceimaging capabilities
Clinical survey results and statistical analysis.

基本信息

模态
表格
大小
0.000030008 GB
许可
CC BY 4.0
创建/更新时间
2024-05-13
版本
v1

资源简介

临床调查结果与统计分析

【数据集背景】

本数据集源站标题为《Clinical survey results and statistical analysis.》。源站首次发布:2024-05-13。

【数据内容】

源站原始描述:Purpose The aim of this study was to evaluate the imaging capabilities of Butterfly iQ with conventional ophthalmic (piezoelectric) ultrasound (COU) for ophthalmic imaging. Methods Custom phantom molds were designed and imaged with Butterfly iQ and COU to compare spatial resolution capabilities. To evaluate the clinical imaging performance of Butterfly iQ and COU, a survey containing pathological conditions from human subjects, imaged with both Butterfly iQ and COU probes, was given to three ret…

【数据结构与技术规格】

文件数 1 个,合计 30.01 KB。pone.0300451.s004.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,30.01 KB。数据集 DOI:10.1371/journal.pone.0300451.s004。

【主题与分类】

源站学科分类:Space Science、Medicine、Cell Biology、Neuroscience、Biotechnology、Evolutionary Biology。主题标签:three retina specialists、remaining graders showed、point likert scale、low acoustic reflectivity、lateral phantom features、imaging small axial、statistically significant preference、clinical imaging performance、portable ultrasound systems、significant preference。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Clinical_survey_results_and_statistical_analysis_/25812647

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Thomas, Jack O.; To, Josiah K.; Vu, Anderson N.; Horton, David; Dzihic, Ermin; Browne, Andrew W. (2024). Clinical survey results and statistical analysis.. PLOS ONE. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

免登录

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "pone.0300451.s004.xlsx" "https://ndownloader.figshare.com/files/46305473"

文件清单

  • pone.0300451.s004.xlsx(30.01 KB)

文件总体积 30.01 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Purpose
The aim of this study was to evaluate the imaging capabilities of Butterfly iQ with conventional ophthalmic (piezoelectric) ultrasound (COU) for ophthalmic imaging.
Methods
Custom phantom molds were designed and imaged with Butterfly iQ and COU to compare spatial resolution capabilities. To evaluate the clinical imaging performance of Butterfly iQ and COU, a survey containing pathological conditions from human subjects, imaged with both Butterfly iQ and COU probes, was given to three retina specialists and graded on image detail, resolution, quality, and diagnostic confidence on a ten-point Likert scale. Kruskal-Wallis analysis was performed for survey responses.
Results
Butterfly iQ and COU had comparable capabilities for imaging small axial and lateral phantom features (down to 0.1 mm) of high and low acoustic reflectivity. One of three retina specialists demonstrated a statistically significant preference for COU related to resolution, detail, and diagnostic confidence, but the remaining graders showed no significant preference for Butterfly iQ or COU across all sample images presented.
Conclusion
The emergence of portable ultrasound probes offers an affordable alternative to COU technologies with comparable qualitative imaging resolution down to 0.1 mm. These findings suggest the value to further study the use of portable ultrasound systems and their utility in routine eye care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0300451.s004(source: https://plos.figshare.com/articles/dataset/Clinical_survey_results_and_statistical_analysis_/25812647)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。