Fig. 6
From: Novel models by machine learning to predict prognosis of breast cancer brain metastases
Screenshot of web app. A The screenshot of the 6-month prognostic model (https://lee2287171854.shinyapps.io/6-month_survival/); B the screenshot of the 1-year prognostic model (https://lee2287171854.shinyapps.io/1-year_survival/); C the screenshot of the 2-year prognostic model (https://lee2287171854.shinyapps.io/2-year_survival/); D the screenshot of the 3-year prognostic model (https://lee2287171854.shinyapps.io/3-year_survival/). XGBoost: extreme Gradient Boosting; BCBM: breast cancer brain metastases; NA: not applicable; 1 = yes, 0 = no; HR ±  hormone receptor positive/negative, HER2 ±  human epidermal growth factor receptor 2 positive/negative, IDC infiltrating ductal carcinoma, ILC infiltrating lobular carcinoma, Mixed: Infiltrating ductal and lobular carcinoma