数据表1:人工耳蜗植入用户基于App的每日阻抗自测

人工耳蜗植入者使用手机App在术后4个月每日早晚自测阻抗的补充数据表,用于远程监测与术后管理研究。

NIAID Data Ecosystem
浏览 14
时间序列cochlear implantdaily impedance measurementelectrode impedanceelectrical stimulationremote impedance monitoringimpedance fluctuationapp usability
Data Sheet 1: App-based Daily Self-Measurement of Impedance in Cochlear Implant Users

基本信息

模态
时间序列
大小
0.001528896 GB
许可
CC BY 4.0
创建/更新时间
2026-10-10
版本
v1

资源简介

数据表1:人工耳蜗植入用户基于App的每日阻抗自测

【一句话概览】

本数据集是 figshare 公开的时序数据集,收录 1 个文件、合计 1.53 MB,主题涵盖 cochlear implant、daily impedance measurement、electrode impedance、electrical stimulation、remote impedance monitoring,可用于疾病进展预测与生理信号时序建模,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Data Sheet 1_App-based daily self-measurement of impedance in cochlear implant users.pdf》。配套论文《Measurement and Analysis of Access Resistance and Polarization Impedance in Cochlear Implant Recipients》发表于 Otology & Neurotology(2005),DOI:10.1097/01.mao.0000185056.99888.f3。源站首次发布:2025-07-04。

【数据内容】

源站原始描述:IntroductionImpedance telemetry measurements in cochlear implant (CI) recipients are commonly used to assess CI electrode functionality and provide valuable insights into inner ear conditions. However, these measurements usually take place only during surgery and at clinical follow-up appointments, offering limited temporal resolution of impedance changes. This study aimed to address this gap by implementing daily impedance monitoring using a smartphone app. MethodsA prospective study evaluated…

【数据结构与技术规格】

文件数 1 个,合计 1.53 MB。Data Sheet 1_App-based daily self-measurement of impedance in cochlear implant users.pdf:application/pdf,1.53 MB。数据集 DOI:10.3389/fneur.2025.1618031.s001。

【主题与分类】

源站学科分类:Neurology and Neuromuscular Diseases。主题标签:cochlear implant、daily impedance measurement、electrode impedance、electrical stimulation、remote impedance monitoring、impedance fluctuation、app usability。

【适用方向】

时序数据适用于疾病进展预测、生理信号监测与事件发生的时序建模。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_App-based_daily_self-measurement_of_impedance_in_cochlear_implant_users_pdf/29480906

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

规范引用:Vormelcher, Sarah; Batsoulis, Cornelia; Kley, Daniel; Mair, Michael; Büchner, Andreas (2025). Data Sheet 1_App-based daily self-measurement of impedance in cochlear implant users.pdf. Frontiers. Dataset

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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。

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有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

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。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Data Sheet 1_App-based daily self-measurement of impedance in cochlear implant users.pdf" "https://ndownloader.figshare.com/files/55989545"

文件清单

  • Data Sheet 1_App-based daily self-measurement of impedance in cochlear implant users.pdf(1.53 MB)

文件总体积 1.53 MB(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

IntroductionImpedance telemetry measurements in cochlear implant (CI) recipients are commonly used to assess CI electrode functionality and provide valuable insights into inner ear conditions. However, these measurements usually take place only during surgery and at clinical follow-up appointments, offering limited temporal resolution of impedance changes. This study aimed to address this gap by implementing daily impedance monitoring using a smartphone app.
MethodsA prospective study evaluated the usability of a research app for remote impedance measurements over 4 months following standard CI surgery with a MED-EL FLEX28 electrode. Impedance was recorded twice daily (morning and evening). The mean impedance across all electrode channels was analyzed for four postoperative time periods: early postoperative (up to day 10 postoperatively), late postoperative (from day 11 to ~4 weeks), intensive fitting (from ~4 weeks postoperatively to ~7 weeks) and regular hearing phase (from ~7 weeks to 4 months). Two CI fitting approaches were compared: activation during the early postoperative phase (early activation, EA) and activation during the intensive fitting phase (conventional activation, CA). Morning-to-evening differences in impedance (MED) were also examined.
ResultsThe app demonstrated an overall usage rate of 66% (n = 28), indicating moderate-to-high adherence. Except for higher evening impedance values with CA in the late postoperative phase, no significant differences in mean impedance between the fitting approaches were observed (EA: 6.46 kΩ, n = 11; CA: 7.82 kΩ, n = 11; p = 0.04). Significant differences in MED were found during the early postoperative phase (EA: 0.06 kΩ, n = 8; CA: −0.18 kΩ, n = 10; p = 0.04) and the late postoperative phases (EA: 0.85 kΩ, n = 11; CA: 0.03 kΩ, n = 11; p Remote impedance measurements via the app can be made over an extended postoperative period. The increased measurement frequency allowed for detailed characterization of impedance dynamics, particularly around the onset of electrical stimulation. No clinically relevant difference in mean impedance was found between EA and CA groups. Daily fluctuations showed consistently lowe

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fneur.2025.1618031.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_App-based_daily_self-measurement_of_impedance_in_cochlear_implant_users_pdf/29480906)。

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