Yong Yi — accepted AI-conference papers

2026

Learning Latent Imaging Biomarkers for Interpretable Microvascular Invasion Prediction in Hepatocellular Carcinoma

Ji Rao, Xinyu Liu, Yong Yi, Ying Xiao, Ye Luo

AAAI 2026technical

Microvascular invasion (MVI) is a critical prognostic factor that significantly impacts postoperative outcomes in hepatocellular carcinoma (HCC). As the current gold standard for the diagnosis of MVI is based on the postoperative histopathological examination of whole slide images, accurate preopera

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2025

BIF: A Biosignature Identification Framework for Model-agnostic Interpretation of MVI Diagnosis Models in HCC

Pengyu Zheng, Yong Yi, Ye Luo

ICASSP 2025accepted

Microvascular invasion (MVI) is a critical determinant that substantially influences the postoperative prognosis of hepatocellular carcinoma (HCC). Accurate preoperative diagnosis of MVI using MRI imaging has far-reaching research implications. While deep learning models have demonstrated remarkable…

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