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opinion
neutral
The efficiency-calibration patterns observed are robust across different pretrained initializations but do not demonstrate external clinical generalizability
Similar efficiency-calibration patterns were observed using the public VoCo checkpoint, supporting robustness across pretrained initializations rather than external clinical generalizability
Computer Vision30 Aug 2026