Transformer based multiple instance learning for WSI breast cancer classification

Author:

Gao Chengyang,Sun QiuleORCID,Zhu Wen,Zhang Lizhi,Zhang JianxinORCID,Liu Bin,Zhang Junxing

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference49 articles.

1. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries;Sung;CA: Cancer J. Clin.,2021

2. Current and future burden of breast cancer: Global statistics for 2020 and 2040;Arnold;Breast,2022

3. Preoperative nomogram for predicting sentinel lymph node metastasis risk in breast cancer: a potential application on omitting sentinel lymph node biopsy;Hu;Front. Oncol.,2021

4. Model combining tumor molecular and clinicopathologic risk factors predicts sentinel lymph node metastasis in primary cutaneous melanoma;Bellomo;JCO Precis. Oncol.,2020

5. Preoperative prediction of sentinel lymph node metastasis in breast cancer by radiomic signatures from dynamic contrast-enhanced MRI;Liu;J. Magn. Reson. Imaging,2019

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