Video Experimental Relacionado

Updated: Jan 14, 2026

Author Spotlight: Advancing Cancer Associated Thrombosis Research in Rodent Models

Author Spotlight: Advancing Cancer Associated Thrombosis Research in Rodent Models

Published on: January 5, 2024

Modelo de aprendizaje automático CatBoost para la predicción del riesgo de trombosis en pacientes críticos con

Chang Yang¹, Hongli Ma¹, Xianzhang Zeng¹

¹Department of Anesthesiology, Chongqing University Cancer Hospital, Chongqing, China.

Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis

|January 12, 2026

Resumen

Un nuevo modelo de aprendizaje automático CatBoost predice con precisión el riesgo de trombosis en pacientes críticos con cáncer. Esta herramienta ayuda en la tromboprofilaxis personalizada, mejorando potencialmente los resultados de los pacientes en las unidades de cuidados intensivos.

Palabras clave:

base de datos MIMIC-IV pacientes críticos con cáncer inteligencia artificial explicable (XAI)aprendizaje automático modelado predictivo trombosis

Más Videos Relacionados

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on: July 22, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

Videos de Conceptos Relacionados

Cancer Survival Analysis

Cancer Survival Analysis

Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...