Lymph Node Metastasis Prediction from Whole Slide Images with Transformer-guided Multi-instance Learning and Knowledge Transfer

The gold standard for diagnosing lymph node metastasis of papillary thyroid carcinoma is to analyze the whole slide histopathological images (WSIs). Due to the large size of WSIs, recent computer-aided diagnosis approaches adopt the multi-instance learning (MIL) strategy and the key part is how to e...

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Veröffentlicht in:	IEEE transactions on medical imaging 2022-04, Vol.PP
Hauptverfasser:	Wang, Zhihua, Yu, Lequan, Ding, Xin, Liao, Xuehong, Wang, Liansheng
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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