相关实验视频

Updated: May 28, 2025

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

8.2K

基于CART-ANOVA的转移学习方法,用于七种不同的瘤分类方案,具有概括能力.

Shiraz Afzal1, Muhammad Rauf1, Shahzad Ashraf2

  • 1Department of Electronic Engineering, Dawood University of Engineering and Technology, Karachi 74800, Pakistan.

Diagnostics (Basel, Switzerland)
|February 13, 2025
PubMed
概括

这项研究引入了一种新的CART-ANOVA框架,用于优化大脑瘤检测中的深度学习模型,显著提高准确性和概括性. 该方法提高了人工智能驱动的医疗保健解决方案的诊断精度.

关键词:
卡特-阿诺瓦 (CART-ANOVA) 是一个图像MRI 图像MRI 图像 图像 图像在ResNet18中使用ResNet18大脑瘤是个大脑瘤脑瘤分类大脑瘤的分类超参数优化超参数优化知识转移学习学习知识转移学习

更多相关视频

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

6.7K
Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography09:53

Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography

Published on: August 16, 2020

7.0K

相关概念视频

Tumor Immunotherapy01:27

Tumor Immunotherapy

Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
464