Artificial intelligence for histological subtype classification of breast cancer: combining multi-scale feature maps and the recurrent attention model

Li, JJ; Mi, WM; Guo, YC; Ren, XY; Fu, H; Zhang, T; Zou, H; Liang, ZY

Liang, ZY (通讯作者)，Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Mol Pathol Res Ctr, Dept Pathol,State Key Lab Complex Severe & Rare D, Beijing 100730, Peoples R China.;Zhang, T (通讯作者)，Tsinghua Univ, Sch Informat Sci & Technol, Dept Automat, Beijing 100084, Peoples R China.;Zou, H (通讯作者)，Yihai Ctr, Tsimage Med Technol, 2039 Shenyan Rd, Shenzhen 518081, Peoples R China.;Zou, H (通讯作者)，Tsinghua Univ Shenzhen, Ctr Intelligent Med Imaging & Hlth, Res Inst, Shenzhen 518057, P

HISTOPATHOLOGY, 2022; 80 (5): 836

Abstract

Aims The aim of this study was to apply a two-stage deep model combining multi-scale feature maps and the recurrent attention model (RAM) to assist wi......

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