Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation

Medical image analysis plays an important role in clinical diagnosis. In this paper, we examine the recent Segment Anything Model (SAM) on medical images, and report both quantitative and qualitative zero-shot segmentation results on nine medical image segmentation benchmarks, covering various imagi...

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Hlavní autoři:	Peilun Shi, Jianing Qiu, Sai Mu Dalike Abaxi, Hao Wei, Frank P.-W. Lo, Wu Yuan
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-06-01
Edice:	Diagnostics
Témata:	Segment Anything Model (SAM) medical image segmentation zero-shot segmentation large AI models foundation models deep Learning
On-line přístup:	https://www.mdpi.com/2075-4418/13/11/1947
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