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pro vyhledávání: '"Liu, Dongkang"'
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Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 5. Feature selection with LASSO in the WHO grading task.Feature selection in the SAG group. Twenty-four features with non-zero coefficients were selected using the minimum criteria.LASSO coefficient profiles of the features in the SAG
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::19776709363cbc5064dc7a91646ce9ba
Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 3. Clinical characteristics of the patients and distribution of the ATRX and P53 mutation status across the primary and external validation cohorts. ATRX, alpha thalassemia/mental retardation syndrome X-linked; IQR, interquartile rang
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a5f116954a3dc9e0f737257fc36b50e8
Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 6. Feature selection with LASSO in the ATRX task.Feature selection in the SAG group. Three features with non-zero coefficients were selected using the minimum criteria.LASSO coefficient profiles of the features in the SAG group. Each
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::36c52ab513148653ab702c573de01064
Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 2. Architecture of the proposed models and optimized key hyperparameter settings.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9c5fd4b5cffecee4c3329c09796717f6
Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 10. Detailed test results in the external test cohort. Acc: accuracy, Sens: sensitivity, Spec: specificity.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92c3d29c343fde608d02acaa57282c9f
Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 8. Selected radiomics features in each prediction task. In the WHO tumor grade prediction task, 24 features in SAG, 6 features in TRA, and 20 features in SAG+TRA were selected. In the ATRX prediction task, 3 features in SAG, 39 featur
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ab98227c785aa52e754ae9f1578f272e
Autor:
Ma, Chao, Wang, Liyang, Song, Dengpan, Gao, Chuntian, Jing, Linkai, Lu, Yang, Liu, Dongkang, Man, Weitao, Yang, Kaiyuan, Meng, Zhe, Zhang, Huifang, Xue, Ping, Zhang, Yupeng, Guo, Fuyou, Wang, Guihuai
Additional file 4. Selected stable features in TRA and SAG images. To avoid interobserver variations during manual segmentation, we calculated the intraclass correlation coefficientfor each feature, and only those with high stabilitywere included in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::017be284574172ca8e25070288c32c33
Akademický článek
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