BriefGPT.xyz
Jun, 2024
魔灵:一种用于三维计算机断层扫描的视觉语言基础模型
Merlin: A Vision Language Foundation Model for 3D Computed Tomography
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Louis Blankemeier, Joseph Paul Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi...
TL;DR
使用配对的CT扫描、电子健康记录数据和放射学报告,我们训练了一种3D VLM模型(Merlin),并在多个任务类型和个别任务上评估了其性能。
Abstract
Over 85 million
computed tomography
(CT) scans are performed annually in the US, of which approximately one quarter focus on the abdomen. Given the current radiologist shortage, there is a large impetus to use
artificia
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