Unified total body CT image with multiple organ specific windowings: validating improved diagnostic accuracy and speed in trauma cases

Unified total body CT image with multiple organ specific windowings: validating improved diagnostic accuracy and speed in trauma cases

Abstract Total-body CT scans are useful in saving trauma patients; however, interpreting numerous images with varied window settings slows injury detection. We developed an algorithm for “unified total-body CT image with multiple organ-specific windowings (Uni-CT)”, and assessing its impact on physi...

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Bibliographic Details
Main Authors: Naoki Okada, Shusuke Inoue, Chang Liu, Sho Mitarai, Shinichi Nakagawa, Yohsuke Matsuzawa, Satoshi Fujimi, Goshiro Yamamoto, Tomohiro Kuroda
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Diagnostic imaging
Deep learning model
Automated windowing
Trauma
Online Access:https://doi.org/10.1038/s41598-024-83346-y
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