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Akademický článek

Adrenal indeterminate nodules: CT-based radiomics analysis of different machine learning models for predicting adrenal metastases in lung cancer patients

Autor: Lixiu Cao, Haoxuan Yang, Huijing Wu, Hongbo Zhong, Haifeng Cai, Yixing Yu, Lei Zhu, Yongliang Liu, Jingwu Li

Publikováno v: Frontiers in Oncology, Vol 14 (2024)

ObjectiveThere is a paucity of research using different machine learning algorithms for distinguishing between adrenal metastases and benign tumors in lung cancer patients with adrenal indeterminate nodules based on plain and biphasic-enhanced CT rad

Externí odkaz: https://doaj.org/article/4454979b03094bb595f31875280463f9

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Akademický článek

18F-FDG-PET/CT-based machine learning model evaluates indeterminate adrenal nodules in patients with extra-adrenal malignancies

Autor: Lixiu Cao, Dejiang Zhang, Haoxuan Yang, Wengui Xu, Yongliang Liu

Publikováno v: World Journal of Surgical Oncology, Vol 21, Iss 1, Pp 1-14 (2023)

Abstract Background To assess the value of an 18F-FDG-positron emission tomography/computed tomography (PET/CT)-based machine learning model for distinguishing between adrenal benign nodules (ABNs) and adrenal metastases (AMs) in patients with indete

Externí odkaz: https://doaj.org/article/c7b21b67748a43779d5dcb8bf663287f

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Akademický článek

Small hyperattenuating adrenal nodules in patients with lung cancer: Differentiation of metastases from adenomas on biphasic contrast-enhanced computed tomography

Autor: Lixiu Cao, Libo Zhang, Wengui Xu

Publikováno v: Frontiers in Oncology, Vol 13 (2023)

ObjectiveThe objective of this study was to evaluate the value of biphasic contrast-enhanced computed tomography (CECT) in the differential diagnosis of metastasis and lipid-poor adenomas (LPAs) in lung cancer patients with unilateral small hyperatte

Externí odkaz: https://doaj.org/article/85f49cdd5b4b41d48d572e25e5dabca0

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Radiomics approach based on biphasic CT images well differentiate 'early stage' of adrenal metastases from lipid-poor adenomas: A STARD compliant article

Autor: Lixiu Cao, Wengui Xu

Publikováno v: Medicine. 101(38)

The aim of the study was to develop an optimal radiomics model based on abdominal contrast-enhanced computed tomography (CECT) for pre-operative differentiation of "early stage" adrenal metastases from lipid-poor adenomas (LPAs). This retrospective s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e5a34385e8f300e066b9bfc7de11ffa1
https://pubmed.ncbi.nlm.nih.gov/36197274

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Value of CT spectral imaging in the differential diagnosis of sarcoidosis and Hodgkin’s lymphoma based on mediastinal enlarged lymph node: A STARD compliant article

Autor: Lixiu, Cao, Huijing, Wu, Yongliang, Liu

Publikováno v: Medicine. 101:e31502

To investigate the imaging characteristics of sarcoidosis and Hodgkin's lymphoma based on mediastinal enlarged lymph node using spectral CT and evaluate whether the quantitative information can improve the differential diagnosis of these diseases. Th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0089b18ce28b9401d24905b618728a95
https://doi.org/10.1097/md.0000000000031502

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