相关实验视频

Updated: Jan 15, 2026

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
09:47

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

1.7K

使用变量自编码器用于在组织学多实例学习中的分布外检测

Francisco Javier Sáez-Maldonado1, Luz García2, Lee A D Cooper3,4,5

  • 1Department of Computer Science and Artificial Intelligence, Universidad de Granada, 18071 Granada, Spain.

IEEE access : practical innovations, open solutions
|October 16, 2025
PubMed
概括

这项研究引入了用于组织学图像分类的分布外 (OOD) 意识深度多个实例学习 (MIL) 模型. 该模型有效地检测到看不见的组织和文物,提高计算机辅助诊断系统的高精度.

关键词:
在分销之外的检测检测多个实例的学习学习多个实例的学习.变量自动编码器变量自动编码器

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

7.4K
High-Speed Ultraviolet Photoacoustic Microscopy for Histological Imaging with Virtual-Staining assisted by Deep Learning09:31

High-Speed Ultraviolet Photoacoustic Microscopy for Histological Imaging with Virtual-Staining assisted by Deep Learning

Published on: April 28, 2022

3.5K

相关概念视频

One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation01:24

One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation

This lesson introduces two critical methods in pharmacokinetics, the Wagner-Nelson and Loo-Riegelman methods, used for estimating the absorption rate constant (ka) for drugs administered via non-intravenous routes. The Wagner-Nelson method relates ka to the plasma concentration derived from the slope of a semilog percent unabsorbed time plot. However, it is limited to drugs with one-compartment kinetics and can be impacted by factors like gastrointestinal motility or enzymatic degradation.
On...
1.1K