相关实验视频

Updated: Jun 23, 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

使用转移学习和随机森林算法进行癌症皮肤病变的两步层次二进制分类

Taofik Ahmed Suleiman1, Daniel Tweneboah Anyimadu1, Andrew Dwi Permana1

  • 1Department of Electrical and Information Engineering, University of Cassino and Southern Lazio, Cassino, 03043, Italy.

Visual computing for industry, biomedicine, and art
|June 17, 2024
PubMed
概括

一个新的混合深度学习和机器学习模型提高了皮肤病变分类的准确性. 这种方法有效地处理不平衡的数据集,这对于早期发现皮肤疾病至关重要.

关键词:
癌症性皮肤病变的病变.阶级不平衡造成的不平衡深度学习是一种深度学习.层次的分类是分类的层次.机器学习 机器学习随机的森林随机的森林

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

6.8K
Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition09:37

Combining Reflectance Confocal Microscopy with Optical Coherence Tomography for Noninvasive Diagnosis of Skin Cancers via Image Acquisition

Published on: August 18, 2022

2.3K

相关概念视频

Skin Cancer01:30

Skin Cancer

Skin cancer is a type of cancer that occurs when there is an abnormal growth of skin cells, usually triggered by damage to the DNA within the skin cells. It is primarily caused by exposure to ultraviolet (UV) radiation from the sun or artificial sources like tanning beds. Skin cancer is the most common type of cancer worldwide, and its incidence continues to rise.
Basal Cell Carcinoma (BCC): BCC is the most common type of skin cancer, accounting for about 80% of cases. It typically develops in...
4.1K