Search results
- However, there is still no prediction model with a high accuracy rate for osteosarcoma. Therefore, we aimed to construct an artificial intelligence (AI) model for predicting the 5-year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large-scale machine-learning algorithm.
www.nature.com › articles › s41598/021/85223-4Predictive model for the 5-year survival status of ... - Nature
Mar 10, 2021 · Therefore, we aimed to construct an artificial intelligence (AI) model for predicting the 5-year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large-scale...
- Metrics
Metrics - Predictive model for the 5-year survival status of...
- Full Size Image
Full Size Image - Predictive model for the 5-year survival...
- Full Size Table
Full Size Table - Predictive model for the 5-year survival...
- Metrics
People also ask
Can artificial intelligence predict the 5-year survival of osteosarcoma patients?
Can a 5-year survival curve predict osteosarcoma patients?
Which survival prediction models are used for osteosarcoma patients?
Mar 10, 2021 · Therefore, we aimed to construct an artificial intelligence (AI) model for predicting the 5-year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large-scale machine-learning algorithm.
- Jiuzhou Jiang, Hao Pan, Mobai Li, Bao Qian, Xianfeng Lin, Shunwu Fan
- 2021
Mar 10, 2021 · Therefore, we aimed to construct an artificial intelligence (AI) model for predicting the 5-year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large-scale machine-learning algorithm.
- Jiuzhou Jiang, Hao Pan, Mobai Li, Bao Qian, Xianfeng Lin, Shunwu Fan
- 10.1038/s41598-021-85223-4
- 2021
- Sci Rep. 2021; 11: 5542.
Therefore, we aimed to construct an articial intelligence (AI) model for predicting the {‑year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large‑scale...
- Jiuzhou Jiang, Hao Pan, Mobai Li, Bao Qian, Xianfeng Lin, Shunwu Fan
- 2021
Mar 10, 2021 · Therefore, we aimed to construct an artificial intelligence (AI) model for predicting the 5-year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large-scale...
Mar 10, 2021 · An artificial intelligence model for predicting the 5-year survival of osteosarcoma patients by using extreme gradient boosting (XGBoost), a large-scale machine-learning algorithm that had excellent accuracy and is therefore useful in clinical settings.
The 3-year and 5-year cancer specific survival (CSS) were 72.71% and 65.92% in the development dataset, respectively. The predictive ability in the multivariable group was superior to that in the TNM group.