相关实验视频

Updated: Jul 11, 2025

Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis
08:22

Author Spotlight: Advancing the Study of Brain-Heart Interplay with a Comprehensive EEGLAB Plugin for Multimodal Signal Analysis

Published on: April 26, 2024

1.9K

深度生成模型:大型和易于访问的ECG数据集的胜利关键?

Giuliana Monachino1, Beatrice Zanchi2, Luigi Fiorillo3

  • 1Institute of Digital Technologies for Personalized Healthcare - MeDiTech, Department of Innovative Technologies, University of Applied Sciences and Arts of Southern Switzerland, Via la Santa 1, Lugano 6900, Switzerland; Institute of Informatics, University of Bern, Neubrückstrasse 10, Bern 3012, Switzerland.

Computers in biology and medicine
|November 17, 2023
PubMed
概括

为心脏研究生成人工智能 (AI) 算法需要大量的数据集. 深度生成模型 (DGM) 显示出创造合成心电图 (ECG) 数据的前景,有助于研究和隐私.

关键词:
匿名化 匿名化 匿名化数据增强数据增强数据稀缺性 数据稀缺性数据共享数据的共享.深度生成模型深度生成模型扩散模型的扩散模型.电脑心电图合成 电脑心电图合成没有了,没有了,没有了.开放科学是一个开放的科学.变化自动编码器的变化自动编码器

更多相关视频

High-density Electroencephalographic Acquisition in a Rodent Model Using Low-cost and Open-source Resources12:39

High-density Electroencephalographic Acquisition in a Rodent Model Using Low-cost and Open-source Resources

Published on: November 26, 2016

15.9K
Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms08:51

Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms

Published on: November 1, 2019

5.7K

相关概念视频

Electrocardiogram01:29

Electrocardiogram

An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
2.4K
Instrumentation Amplifier01:25

Instrumentation Amplifier

An electrocardiography (ECG) machine is an essential piece of medical equipment used to monitor the electrical activity of the heart. It operates by detecting small electrical changes on the skin that result from the depolarization of the heart muscle during each heartbeat. However, these signals are in the microvolt range and can be easily overwhelmed by noise or interference.
To overcome this challenge, an ECG machine utilizes an instrumentation amplifier. This specialized amplifier is...
529