An interpretable machine learning model based on contrast-enhanced CT parameters for predicting treatment response to conventional transarterial chemoembolization in patients with hepatocellular carcinoma.

Zhang, Lu; Jin, Zhe; Li, Chen; He, Zicong; Zhang, Bin; Chen, Qiuying; You, Jingjing; Ma, Xiao; Shen, Hui; Wang, Fei; Wu, Lingeng; Ma, Cunwen; Zhang, Shuixing

Zhang, Lu; Jin, Zhe; Li, Chen; He, Zicong; Zhang, Bin; Chen, Qiuying; You, Jingjing; Ma, Xiao; Shen, Hui; Wang, Fei; Wu, Lingeng; Ma, Cunwen; Zhang, Shuixing.

Affiliation

Zhang L; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Jin Z; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Li C; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
He Z; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Zhang B; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Chen Q; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
You J; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Ma X; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Shen H; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Wang F; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China.
Wu L; Department of Interventional Therapy, The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine Guangzhou, Guangdong, 510627, China. walkerlgwu@163.com.
Ma C; Department of Radiology, The People's Hospital of Wenshan Prefecture, No. 228 Kaihua East Road, Wenshan, 663000, Yunnan, China. mcw66@126.com.
Zhang S; Department of Radiology, The First Affiliated Hospital of Jinan University, No. 613 Huangpu West Road, Tianhe District, Guangzhou, 510627, Guangdong, China. shui7515@126.com.

Radiol Med ; 129(3): 353-367, 2024 Mar.

Article in En | MEDLINE | ID: mdl-38353864

Subject(s)

Carcinoma, Hepatocellular; Chemoembolization, Therapeutic; Liver Neoplasms; Humans; Carcinoma, Hepatocellular/diagnostic imaging; Carcinoma, Hepatocellular/therapy; Liver Neoplasms/therapy; Liver Neoplasms/drug therapy; Chemoembolization, Therapeutic/methods; Retrospective Studies; Tomography, X-Ray Computed; Machine Learning

Key words

Computed tomography; Conventional transarterial chemoembolization; Hepatocellular carcinoma; Machine learning; Treatment response

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Chemoembolization, Therapeutic / Carcinoma, Hepatocellular / Liver Neoplasms Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Radiol Med Year: 2024 Type: Article Affiliation country: China

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