Imbalanced Data Correction Based PET/CT Radiomics Model for Predicting Lymph Node Metastasis in Clinical Stage T1 Lung Adenocarcinoma.

Lv, Jieqin; Chen, Xiaohui; Liu, Xinran; Du, Dongyang; Lv, Wenbing; Lu, Lijun; Wu, Hubing

Lv, Jieqin; Chen, Xiaohui; Liu, Xinran; Du, Dongyang; Lv, Wenbing; Lu, Lijun; Wu, Hubing.

Afiliação

Lv J; School of Biomedical Engineering and Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China.
Chen X; Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China.
Liu X; Nanfang PET Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Du D; Nanfang PET Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Lv W; School of Biomedical Engineering and Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China.
Lu L; Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China.
Wu H; School of Biomedical Engineering and Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China.

Front Oncol ; 12: 788968, 2022.

Article em En | MEDLINE | ID: mdl-35155231

Palavras-chave

PET/CT; imbalanced data; lung adenocarcinoma; lymph node metastasis; radiomics; re-sampling techniques

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Front Oncol Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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