Tokyo, May 13 -- UMIN Clinical Trials Registry (UMIN-CTR) received information related to the study (UMIN000061535) titled 'Machine learning using combined positron emission tomography and computed tomography for patients with severe brain injury' on May 12.

Study Type: Observational

Primary Sponsor: Institute - Rehabilitation Center for Traumatic Apallics Chiba

Condition: Condition - Brain injury Classification by malignancy - Others Genomic information - NO

Objective: Narrative objectives1 - To assess cerebral glucose metabolism in traumatic brain injury using PET/CT and to analyze imaging patterns in relation to clinical symptoms through machine learning based classification. Basic objectives2 - Others

Eligibility: Age-lower limit - Not applicable Age-upper limit - Not applicable Gender - Male and Female Key inclusion criteria - Patients with traumatic brain injury who underwent PET/CT imaging at our institution

Imaging data and clinical records available for analysis Key exclusion criteria - Cases with missing data or images unsuitable for analysis due to artifacts

Cases without ethical approval/consent for retrospective use Target Size - 420

Recruitment Status: Recruitment status - No longer recruiting Date of protocol fixation - 2026 Year 05 Month 12 Day Date of IRB - 2019 Year 09 Month 10 Day Anticipated trial start date - 2026 Year 05 Month 12 Day Last follow-up date - 2028 Year 03 Month 31 Day

To know more, visit https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000069462

Disclaimer: Curated by HT Syndication.