Objective Measurement of Pain in Individuals With Cognitive Deterioration Utilizing Electroencephalography
Exploring Objective Pain Assessment in Individuals With Cognitive Deterioration: Electroencephalographic Markers and Machine Learning Analysis
1 other identifier
observational
30
1 country
1
Brief Summary
This research addresses the challenge of pain assessment in individuals with cognitive deterioration (CD), a common aspect of aging and various neurological conditions. Due to difficulties in self-reporting, especially in severe cases, accurate pain diagnosis and management are hindered. The study explores the use of electroencephalography (EEG) and machine learning techniques to objectively measure pain in CD patients. Utilizing a BIS device, the research aims to identify EEG markers associated with pain, comparing them with an objective PANAID scale. The study targets patients in surgical departments, providing valuable insights into enhancing pain assessment for those unable to express pain through traditional subjective scales.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Sep 2024
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
February 3, 2024
CompletedFirst Posted
Study publicly available on registry
February 13, 2024
CompletedStudy Start
First participant enrolled
September 16, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
May 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
June 8, 2025
CompletedSeptember 30, 2025
September 1, 2024
8 months
February 3, 2024
September 29, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Utilization of the BIS device for the objective quantification of pain levels in patients with cognitive deterioration.
The outlined study aims to investigate and address the challenges associated with pain assessment in individuals with cognitive deterioration (CD), particularly focusing on hospidalized subjects admitted to general surgery, and orthopedics . The primary objective is to employ a commonly used BIS device in hospitals for the objective measurement of pain levels in these patients.
20 minutes
Secondary Outcomes (1)
Correlation between the identified electroencephalographic markers and a specific behavioral indicators of pain
20 minutes
Interventions
Pain assessment will be conducted before and in the postoperative period using the objective PANAID scale and, when possible, the NRS. Simultaneously, EEG recordings using the BIS (Bispectral Index) will be performed. Cognitive status will be assessed before surgery using the Pfeiffer scale
Eligibility Criteria
Patients admitted to general surgery and orthopedics, departments at Volterra Hospital with cognitive deterioration, undergoing major surgery.
You may qualify if:
- Subjects exhibiting at least moderate cognitive impairment as assessed by the Pfeiffer scale.
You may not qualify if:
- lack of consent
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Santa maria maddalena Hospital
Volterra, Pisa, 56048, Italy
Related Publications (1)
Kimura A, Mitsukura Y, Oya A, Matsumoto M, Nakamura M, Kanaji A, Miyamoto T. Objective characterization of hip pain levels during walking by combining quantitative electroencephalography with machine learning. Sci Rep. 2021 Feb 4;11(1):3192. doi: 10.1038/s41598-021-82696-1.
PMID: 33542388BACKGROUND
Study Officials
- PRINCIPAL INVESTIGATOR
Alessandro Tani, MD
Azienda USL Toscana Nord Ovest
Study Design
- Study Type
- observational
- Observational Model
- CASE ONLY
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Principal investigator
Study Record Dates
First Submitted
February 3, 2024
First Posted
February 13, 2024
Study Start
September 16, 2024
Primary Completion
May 1, 2025
Study Completion
June 8, 2025
Last Updated
September 30, 2025
Record last verified: 2024-09
Data Sharing
- IPD Sharing
- Will not share