Video Experimental Relacionado

Updated: Jul 18, 2026

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

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

Published on: October 10, 2018

8.6K

Modelo multimodal interpretable de radiopatómica para predecir la respuesta patológica completa a la

Baojia Qi1,2, Zhaoyu Jiang1,3, Haixia Shen1,2

  • 1Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China.

Journal for immunotherapy of cancer
|December 21, 2025
PubMed
Resumen

Este estudio desarrolló un modelo interpretable de aprendizaje automático que integra la radiómica de TC y la patómica para predecir la respuesta patológica completa (RPC) en pacientes con carcinoma de células escamosas esofágico (CEC-E) después de la quimioinmunoterapia neoadyuvante (QIN). El modelo predice con precisión los resultados del tratamiento, lo que ayuda en la gestión personalizada de los pacientes.

Palabras clave:
Tomografía computarizadaCáncer de esófagoRespuesta patológica completa - RPCPatología

Más Videos Relacionados

Predictive Immune Modeling of Solid Tumors08:50

Predictive Immune Modeling of Solid Tumors

Published on: February 25, 2020

7.4K
Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery06:46

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery

Published on: September 27, 2024

625

Videos de Conceptos Relacionados

Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...