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Comparison and fusion prediction model for lung adenocarcinoma with micropapillary and solid pattern using clinicoradiographic, radiomics and deep learning features

Autor: Fen Wang, Cheng-Long Wang, Yin-Qiao Yi, Teng Zhang, Yan Zhong, Jia-Jia Zhu, Hai Li, Guang Yang, Tong-Fu Yu, Hai Xu, Mei Yuan

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-14 (2023)

Abstract To investigate whether the combination scheme of deep learning score (DL-score) and radiomics can improve preoperative diagnosis in the presence of micropapillary/solid (MPP/SOL) patterns in lung adenocarcinoma (ADC). A retrospective cohort

Externí odkaz: https://doaj.org/article/12c8bcc924d04ab2864cccea942c5200

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Comparison and Fusion Prediction Model for Lung Adenocarcinoma with Micropapillary and Solid Pattern Using Clinicoradiographic, Radiomics and Deep Learning Features

Autor: Fen Wang, Cheng-Long Wang, Yin-Qiao Yi, Teng Zhang, Yan Zhong, Jia-jia Zhu, Hai Li, Guang Yang, Tong-Fu Yu, Hai Xu, Mei Yuan

Purpose: To investigate whether the combination scheme of deep learning score (DL-score) and radiomics can improve preoperative diagnosis in the presence of micropapillary/ solid (MPP/SOL) patterns in lung adenocarcinoma (ADC). Material and Methods:

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::89e79f3edd85a3cdd302280250e333db
https://doi.org/10.21203/rs.3.rs-2157838/v1

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