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Artificial Intelligence Model for Traumatic Cervical Spinal Cord Injury Based on Radiomics and Genomics

The Second Affiliated Hospital of Nantong University, Nantong First People's Hospital, Nantong University

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06436716
Enrollment
300
Registered
2024-05-31
Start date
2016-01-31
Completion date
2027-12-31
Last updated
2024-05-31

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Spinal Cord Injuries

Brief summary

Collect standardized, structured, and comprehensive disease-specific information, produce high-quality and accurate clinical data, provide a sample basis for the analysis and mining of spinal cord injury clinical big data, and establish a spinal cord injury-specific disease data platform to serve clinical work. Promote multi-center cooperation in spinal cord injury research: Establish a unified, standardized, queryable, and sharable efficient spinal cord clinical research data platform to promote multi-center cooperation in spinal cord injury clinical research and enhance the international competitiveness of this research field. Help the region to prepare for the establishment of a spinal cord injury-specific disease data platform for various hospitals in the region, forming a spinal cord injury-specific disease network center to achieve data sharing.

Interventions

RADIATIONMRI

Every patient needs an MRI to assess spinal cord injury. This is one of the clinically necessary examinations.

Sponsors

Affiliated 2 Hospital of Nantong University
Lead SponsorOTHER

Study design

Observational model
COHORT
Time perspective
RETROSPECTIVE

Eligibility

Sex/Gender
ALL
Healthy volunteers
Yes

Inclusion criteria

1. MRI Diagnosis of TCSCI 2. Clinic Diagnosis of TCSCI 3. The injury site must be in cervical spinal cord 4. MRI images of T2WI must be collected within 48 hours after injury 5. Complete and available imaging data, clinical data, including MRI, sex, age

Exclusion criteria

1. Spinal cord concussion and MRI scans have no obvious positive performance of spinal cord 2. The quality of MRI images is insufficient or there are serious motion artifacts

Design outcomes

Primary

MeasureTime frameDescription
MRI imageFrom 2016 to 2027original MRI image format DICOM to Nii was based on Python (Version: 3.10.6), and those would be loaded into the MRIcroGMRI imageL software (Version: 12.2). Three spinal surgeons (with 5, 8 and 18 years of experience in interpreting spinal MRI respectively) manually depict the region of interest (ROI) of the lesion area layer by layer, to form three dimensional (3D) volume of interest (VOI). After the primary spinal surgeon finished depicting the injured spinal cord, the senior spinal surgeon checked the quality of ROI and made some adjustments.
ASIA scoresFrom 2016 to 2027ASIA scores means American Spinal Injury Association Impairment Scale. ASIA has 5 grades depends on the severity of spinal cord injury. Grade A :No sensory or motor function is preserved in sacral segments S4-S5, no sacral sparing. Grade B:Sensory but not motor function is preserved below the neurological level and includes sacral segments S4-S5, AND No motor function is preserved more than three levels below the motor level on either side of the body. Grade C: Motor function is preserved below the neurological level AND More than half of the key muscle functions below the neurological level of injury have a muscle grade of less than 3 (Grades 0-2). Grade D: Motor function is preserved below the neurological level AND At least half (half or more) of the key muscle functions below the neurological level of injury have a muscle grade ≥ 3. Grade E: If sensation and motor function are graded as normal in all segments AND the patient had prior SCI-related deficits.

Secondary

MeasureTime frameDescription
AgeFrom 2016 to 2027Years old, no need month nor day
GenderFrom 2016 to 2027male and female
WeightFrom 2016 to 2027In kilograms
HeightFrom 2016 to 2027In meters
BMIFrom 2016 to 2027In kg/m\^2

Countries

China

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026