TRECEY:帕金森病多媒体遥控器操作中基于眼动的震颤补偿算法

帕金森病患者多媒体遥控操作中基于眼动追踪的震颤补偿算法数据集,含模拟和真实患者眼动数据。

NIAID Data Ecosystem
浏览 19
时间序列Accessibilityassistive technologyeye-trackingParkinson’s diseasetremor stabilization
Introducing TRECEY: An algorithm for tremor compensation using eye-tracking during multimedia remote controller operation in Parkinson’s disease (PD)

基本信息

模态
时间序列
大小
0.003891929 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

TRECEY:帕金森病多媒体遥控器操作中基于眼动的震颤补偿算法

【一句话概览】

本数据集是 figshare 公开的时序数据集,收录 3 个文件、合计 3.89 MB,主题涵盖 Accessibility、assistive technology、eye-tracking、Parkinson’s disease、tremor stabilization,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《Introducing TRECEY: An algorithm for tremor compensation using eye-tracking during multimedia remote controller operation in Parkinson’s disease (PD)》。配套论文《Introducing TRECEY: An algorithm for tremor compensation using eye-tracking during multimedia remote controller operation in Parkinson’s disease (PD)》发表于 Assistive Technology(2025),DOI:10.1080/10400435.2025.2580504。源站首次发布:2025-11-05。

【数据内容】

源站原始描述:Parkinson’s disease (PD) is the second most prevalent progressive neurodegenerative disorder in the world. It affects 2–3% of older adults 65 and above and nearly 4% of older adults older than 85 years. One of PD’s most common motor symptoms is tremors in the limbs. These tremors cause significant difficulty in performing everyday activities such as buttoning shirts, using a fork, writing, and operating a computer mouse or television remote making the patients reliant on their caregivers. There…

【数据结构与技术规格】

文件数 3 个,合计 3.89 MB。uaty_a_2580504_sm1459.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,1.88 MB。uaty_a_2580504_sm1458.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,1.93 MB。uaty_a_2580504_sm1457.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,85.90 KB。数据集 DOI:10.6084/m9.figshare.30542644.v1。

【主题与分类】

源站学科分类:Space Science、Medicine、Neuroscience、Biological Sciences not elsewhere classified、Information Systems not elsewhere classified、Science Policy。主题标签:Accessibility、assistive technology、eye-tracking、Parkinson’s disease、tremor stabilization。

【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://tandf.figshare.com/articles/dataset/Introducing_TRECEY_An_algorithm_for_tremor_compensation_using_eye-tracking_during_multimedia_remote_controller_operation_in_Parkinson_s_disease_PD_/30542644

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

规范引用:Introducing TRECEY: An algorithm for tremor compensation using eye-tracking during multimedia remote controller operation in Parkinson’s disease (PD). Taylor & Francis. Ghosh, Ritam; Henry, Callahan; Tauseef, Mahrukh; Sarkar, Nilanjan

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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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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 "uaty_a_2580504_sm1459.docx" "https://ndownloader.figshare.com/files/59323789"
curl -L -o "uaty_a_2580504_sm1458.docx" "https://ndownloader.figshare.com/files/59323792"
curl -L -o "uaty_a_2580504_sm1457.docx" "https://ndownloader.figshare.com/files/59323795"

文件清单

  • uaty_a_2580504_sm1459.docx(1.88 MB)
  • uaty_a_2580504_sm1458.docx(1.93 MB)
  • uaty_a_2580504_sm1457.docx(85.90 KB)

文件总体积 3.89 MB(源站 API 实测)。

数据说明

Parkinson’s disease (PD) is the second most prevalent progressive neurodegenerative disorder in the world. It affects 2–3% of older adults 65 and above and nearly 4% of older adults older than 85 years. One of PD’s most common motor symptoms is tremors in the limbs. These tremors cause significant difficulty in performing everyday activities such as buttoning shirts, using a fork, writing, and operating a computer mouse or television remote making the patients reliant on their caregivers. There is no cure for PD, and treatment options to manage the tremors have decreasing response over time. Several wearable assistive devices have been developed in recent times to manage the tremors, but technology to assist with digital multimedia devices is limited. In this paper, we introduce TRECEY (TREmor Compensation using EYe-tracking), an algorithm to use eye-tracking data to stabilize the cursor movement of a multimedia remote controller. We tested the technology with 15 healthy volunteers using simulated tremors generated by a custom-built two axis vibration generator and validated the system with 10 patients with Parkinson’s disease. The results show a statistically significant improvement in performance in interaction with a digital multimedia interface using eye-tracking based stabilization.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.30542644.v1(source: https://tandf.figshare.com/articles/dataset/Introducing_TRECEY_An_algorithm_for_tremor_compensation_using_eye-tracking_during_multimedia_remote_controller_operation_in_Parkinson_s_disease_PD_/30542644)。

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依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

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