Identifying Solitary Granulomatous Nodules from Solid Lung Adenocarcinoma: Exploring Robust Image Features with Cross-Domain Transfer Learning.

Bao Feng,Xiangmeng Chen,Yehang Chen,Tianyou Yu,Xiaobei Duan,Kunfeng Liu,Kunwei Li,Zaiyi Liu,Huan Lin,Sheng Li, Xiaodong Chen,Yuting Ke,Zhi Li,Enming Cui,Wansheng Long,Xueguo Liu

Cancers（2023）

引用 7|浏览20

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摘要

The TLRM could assist physicians in preoperatively differentiating LGN from LAC in SPSNs. Furthermore, compared with other images, cross-domain transfer learning can extract robust image features when using lung whole slide images as source domain data and has a better effect.

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关键词

adaptive cross-domain transfer learning,lung adenocarcinoma,lung granulomatous nodule,solitary pulmonary solid nodules,whole slide image

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