Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Random survival forest (RSF)"'
Publikováno v:
BMC Cancer, Vol 24, Iss 1, Pp 1-15 (2024)
Abstract Backgrounds To develop a machine learning (ML) model for predicting the prognosis of breast cancer (BC) patients with low human epidermal growth factor receptor 2 (HER2) expression, and to investigate the association between clinicopathologi
Externí odkaz:
https://doaj.org/article/738e5608a81a438a9eec5ec92ad8352d
Autor:
Lorenz A. Kapsner, Manuel Feißt, Ariawan Purbojo, Hans-Ulrich Prokosch, Thomas Ganslandt, Sven Dittrich, Jonathan M. Mang, Wolfgang Wällisch
Publikováno v:
Diagnostics, Vol 14, Iss 22, p 2587 (2024)
Background: The objective of this IRB-approved retrospective monocentric study was to identify risk factors for mortality after surgery for congenital heart defects (CHDs) in pediatric patients using machine learning (ML). CHD belongs to the most com
Externí odkaz:
https://doaj.org/article/fa55f476fe15497c950c7a5538b22397
Publikováno v:
Frontiers in Immunology, Vol 15 (2024)
IntroductionThis study aimed to develop a prognostic nomogram for predicting the recurrence-free survival (RFS) of hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) patients with low preoperative platelet-albumin-bilirubin (PALBI) scores
Externí odkaz:
https://doaj.org/article/ae43141eeb6d49cd852aa2fc75095c03
Publikováno v:
Frontiers in Immunology, Vol 15 (2024)
IntroductionThis study conducts a retrospective analysis on patients with BCLC stage A/B hepatocellular carcinoma (HCC) accompanied by Child-Pugh B cirrhosis, who underwent transarterial chemoembolization (TACE) in combination with local ablation the
Externí odkaz:
https://doaj.org/article/31b134b6fe03492aa3bd9b6a0c7dd540
Akademický článek
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Autor:
Wei-Li Xia, Xiao-Hui Zhao, Yuan- Guo, Guang-Shao Cao, Gang Wu, Wei-Jun Fan, Quan-Jun Yao, Shi-Jun Xu, Chen-Yang Guo, Hong-Tao Hu, Hai-Liang Li
Publikováno v:
Frontiers in Oncology, Vol 12 (2022)
ObjectiveWe evaluated the efficacy and safety of transarterial chemoembolization (TACE) combined with apatinib plus PD-1 inhibitors (TACE-AP) compared with TACE combined with apatinib (TACE-A) in patients with advanced hepatocellular carcinoma (HCC)
Externí odkaz:
https://doaj.org/article/4fca94d8c8f1437b9a912d3923b6fe47
Autor:
Jiandong Zhou, Oscar Hou In Chou, Ka Hei Gabriel Wong, Sharen Lee, Keith Sai Kit Leung, Tong Liu, Bernard Man Yung Cheung, Ian Chi Kei Wong, Gary Tse, Qingpeng Zhang
Publikováno v:
Frontiers in Cardiovascular Medicine, Vol 9 (2022)
BackgroundThe long-term prognosis of the cardio-metabolic and renal complications, in addition to mortality in patients with newly diagnosed pulmonary hypertension, are unclear. This study aims to develop a scalable predictive model in the form of an
Externí odkaz:
https://doaj.org/article/47ee10057c8348bb924d9f5b311c9244
Autor:
Li Bao, Yu-tong Wang, Jun-ling Zhuang, Ai-jun Liu, Yu-jun Dong, Bin Chu, Xiao-huan Chen, Min-qiu Lu, Lei Shi, Shan Gao, Li-juan Fang, Qiu-qing Xiang, Yue-hua Ding
Publikováno v:
Frontiers in Oncology, Vol 12 (2022)
ObjectiveTo use machine learning methods to explore overall survival (OS)-related prognostic factors in elderly multiple myeloma (MM) patients.MethodsData were cleaned and imputed using simple imputation methods. Two data resampling methods were impl
Externí odkaz:
https://doaj.org/article/9b6f7976ae5940de82c555f6cbb9143a
Publikováno v:
مجله اپیدمیولوژی ایران, Vol 15, Iss 4, Pp 343-351 (2020)
Background and Objectives: In survival analysis, using the Cox model to determine the effective factors requires the assumptions whose failure of leads to biased results. The aim of this paper was to determine the factors affecting the survival of me
Externí odkaz:
https://doaj.org/article/84ec7dcbbad843458b9e286052e2a7ff
Akademický článek
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