Suppr超能文献

对多种疼痛体验的多模态洞察:PhysioPain数据集。

Multimodal insights into diverse pain experiences: PhysioPain dataset.

作者信息

Toktay Boran, Orhan İkbal Işık, Yıldırım Elif, Akbulut Fatma Patlar, Catal Cagatay

机构信息

Department of Computer Engineering, Istanbul Kültür University, Istanbul, Türkiye.

Department of Computer Engineering, Istanbul Technical University, Istanbul, Türkiye.

出版信息

Data Brief. 2025 Aug 19;62:111992. doi: 10.1016/j.dib.2025.111992. eCollection 2025 Oct.

Abstract

PhysioPain dataset comprises several physiological data of different kinds of pain: no pain, headache, menstrual cycle pain and back/neck/waist pain in search of a sophisticated and complete approach to pain representation. The study comprised 99 individuals, of whom 93 participants contributed real-time physiological data. These participants underwent experiment process to gather real-time physiological data including electroencephalogram (EEG), skin temperature, electrodermal activity (EDA), blood volume pulse (BVP), and accelerometer data. Combining objective physiological data with subjective information acquired by the survey using the McGill questionnaire and customized questions produces a complete dataset fit for the tasks related to pain estimate, pain classification, and other approaches to pain observation. This method seeks to offer a fresh viewpoint on pain intensity and catch a more complete knowledge of the intricate character of pain experiences.

摘要

生理疼痛数据集包含了不同类型疼痛的多种生理数据

无痛、头痛、月经周期疼痛以及背部/颈部/腰部疼痛,旨在寻找一种复杂而完整的疼痛表征方法。该研究包括99名个体,其中93名参与者提供了实时生理数据。这些参与者经历了实验过程,以收集包括脑电图(EEG)、皮肤温度、皮肤电活动(EDA)、血容量脉搏(BVP)和加速度计数据在内的实时生理数据。将客观生理数据与通过使用麦吉尔问卷和定制问题进行的调查所获得的主观信息相结合,产生了一个适合与疼痛估计、疼痛分类以及其他疼痛观察方法相关任务的完整数据集。这种方法旨在为疼痛强度提供一个新的视角,并更全面地了解疼痛体验的复杂特性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a34/12410463/c4d75bbbc794/gr1.jpg

相似文献

1
Multimodal insights into diverse pain experiences: PhysioPain dataset.
Data Brief. 2025 Aug 19;62:111992. doi: 10.1016/j.dib.2025.111992. eCollection 2025 Oct.
5
Cognitive Lab: A dataset of biosignals and HCI features for cognitive process investigation.
Comput Methods Programs Biomed. 2025 Sep;269:108863. doi: 10.1016/j.cmpb.2025.108863. Epub 2025 Jun 4.
6
Leveraging a foundation model zoo for cell similarity search in oncological microscopy across devices.
Front Oncol. 2025 Jun 18;15:1480384. doi: 10.3389/fonc.2025.1480384. eCollection 2025.
7
Exploring physiological responses through electrodermal activity (EDA) for evaluating the impact of universal design features in a hotel environment.
Disabil Rehabil Assist Technol. 2025 Jul;20(5):1422-1432. doi: 10.1080/17483107.2025.2454242. Epub 2025 Jan 18.
8
Psychological therapies for the management of chronic and recurrent pain in children and adolescents.
Cochrane Database Syst Rev. 2018 Sep 29;9(9):CD003968. doi: 10.1002/14651858.CD003968.pub5.
9
Levothyroxine or minimally invasive therapies for benign thyroid nodules.
Cochrane Database Syst Rev. 2014 Jun 18;2014(6):CD004098. doi: 10.1002/14651858.CD004098.pub2.

本文引用的文献

1
Inter-subject variability of pleasant pain relief using a data-driven approach in healthy volunteers.
Front Pain Res (Lausanne). 2022 Nov 21;3:1003237. doi: 10.3389/fpain.2022.1003237. eCollection 2022.
3
Dietary Patterns and Interventions to Alleviate Chronic Pain.
Nutrients. 2020 Aug 19;12(9):2510. doi: 10.3390/nu12092510.
4
Closed-Loop Implantable Therapeutic Neuromodulation Systems Based on Neurochemical Monitoring.
Front Neurosci. 2019 Aug 20;13:808. doi: 10.3389/fnins.2019.00808. eCollection 2019.
5
Food pyramid for subjects with chronic pain: foods and dietary constituents as anti-inflammatory and antioxidant agents.
Nutr Res Rev. 2018 Jun;31(1):131-151. doi: 10.1017/S0954422417000270. Epub 2018 Apr 22.
6
Pain, nicotine, and smoking: research findings and mechanistic considerations.
Psychol Bull. 2011 Nov;137(6):1065-93. doi: 10.1037/a0025544.
7
Pain and emotion: a biopsychosocial review of recent research.
J Clin Psychol. 2011 Sep;67(9):942-68. doi: 10.1002/jclp.20816. Epub 2011 Jun 6.
8
Effects of emotion on pain reports, tolerance and physiology.
Pain Res Manag. 2002 Spring;7(1):21-30. doi: 10.1155/2002/426193.
9
The short-form McGill Pain Questionnaire.
Pain. 1987 Aug;30(2):191-197. doi: 10.1016/0304-3959(87)91074-8.
10
The McGill Pain Questionnaire: major properties and scoring methods.
Pain. 1975 Sep;1(3):277-299. doi: 10.1016/0304-3959(75)90044-5.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验