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Table 5 A comparison of SSL pretraining studies for the BTCV benchmark. We display the average Dice score across the BTCV tasks reported by each study

From: A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

Method

Initialization

First Author [ref]

Identifier

Random

SSL

Yang [98]

VoxSeP

0.8428

0.8601

Tang [104]

Swin UNETR

0.8343

0.8472

Jiang [105]

SMIT

0.8500

0.8778

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BMC Medical Imaging

ISSN: 1471-2342

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