The following represents disclosure information provided by authors of this abstract. The program committee has reviewed all presenting author disclosure reports, identified potential conflicts of interest, and implemented strategies to manage those areas of conflict, where appropriate. All relationships are considered compensated. Relationships are self-held unless otherwise noted. I = Immediate Family Member, Inst = My Institution
 
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Automated detection of tertiary lymphoid structures (TLS) on whole-slide pathology images using an improved YOLO-v12 model and validation of a TLS structural prognostic index (TLS-SPI) across multi-cancer TCGA cohorts.
 
Qinrui Jiang
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Hongyu Xie
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Na Hong
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Ziqi Jin
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Geye Tang
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Xiaohan Liu
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Qiong Huang
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Min Shi
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