Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Instrument Transformers01:23

Instrument Transformers

Instrument transformers, comprising voltage transformers (VTs) and current transformers (CTs), play crucial roles in power substations by providing isolated replicas of current or voltage for measurement and protection purposes. Voltage transformers reduce the primary voltage to levels suitable for relay operation and measurement, while current transformers scale down the primary current. The primary winding of a current transformer often consists of a single turn, achieved by threading the...
Differential Relays01:20

Differential Relays

Differential relays are used to protect generators, buses, and transformers by comparing electrical quantities at different points. When a fault occurs, the difference in current between the two points triggers the relay to operate, opening the circuit breaker. Under normal conditions, the current entering (i1) and leaving (i2) a generator are equal. When a fault occurs, however, these currents become unequal, and the difference current flows in the relay operating coil, causing the relay to...
Introduction to Language of Pathophysiology ll01:17

Introduction to Language of Pathophysiology ll

This lesson explores key terms that describe how diseases progress, their outcomes, and their distribution in populations.Diagnostic tests identify diseases and monitor treatment. These include blood and urine tests, biopsies, imaging (X-ray, MRI), and detection of infectious agents.Remission is a reduction or disappearance of symptoms.Exacerbation refers to the worsening of symptoms, such as increased wheezing during an asthma attack.A precipitating factor triggers an acute episode, while a...

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.

NPJ digital medicine·2022
Same author

Mining comorbidity patterns using retrospective analysis of big collection of outpatient records.

Health information science and systems·2017
查看所有相关文章

相关实验视频

Updated: Jun 26, 2026

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
05:56

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

2.4K

基于变压器的方法用于症状识别和多语言链接.

Sylvia Vassileva1, Georgi Grazhdanski1, Ivan Koychev1

  • 1Faculty of Mathematics and Informatics, Sofia University St. Kliment Ohridski, Blvd "James Bourchier" 5, Sofia 1164, Bulgaria.

Database : the journal of biological databases and curation
|September 11, 2024
PubMed
概括

本研究引入了西班牙临床命名实体识别 (NER) 和多语言实体链接的变压器模型,在SympTEMIST数据集上实现了高精度.

科学领域:

  • 自然语言处理自然语言处理.
  • 临床信息学 临床信息学
  • 生物医学自然语言处理

背景情况:

  • 命名实体识别 (NER) 和实体链接对于提取临床信息至关重要.
  • 现有的方法可能会与临床文本和多语言背景的细微差别作斗争.

研究的目的:

  • 开发和评估一种基于变压器的方法来治疗西班牙症状NER.
  • 实施和评估临床文本的多语言实体链接系统.

主要方法:

  • 用BiLSTM-CRF微调基于RoBERTa的模型,用于西班牙NER.
  • 采用基于SapBERT和GPT-3.5的混合词典方法,用于多语言实体链接.

主要成果:

  • 在西班牙症状NER.的F1得分为0.73,达到0.73.
  • 在多语言实体链接中获得了0.73的准确性,在西班牙实体链接中获得了0.6123的准确性,超过了以前的基准.

结论:

  • 拟议的基于变压器的方法在临床NER和多语言实体链接方面表现强.
  • 这种方法增强了跨语言临床信息的提取和标准化.

更多相关视频

Author Spotlight: Therapeutic Benefit of Closed-Loop Deep Brain Stimulation in Depression Treatment
05:19

Author Spotlight: Therapeutic Benefit of Closed-Loop Deep Brain Stimulation in Depression Treatment

Published on: July 7, 2023

2.2K
Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

1.4K

相关实验视频

Last Updated: Jun 26, 2026

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
05:56

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

2.4K
Author Spotlight: Therapeutic Benefit of Closed-Loop Deep Brain Stimulation in Depression Treatment
05:19

Author Spotlight: Therapeutic Benefit of Closed-Loop Deep Brain Stimulation in Depression Treatment

Published on: July 7, 2023

2.2K
Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

1.4K