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相关概念视频

Data Reporting and Recording01:24

Data Reporting and Recording

5.5K
Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
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Types of Reports I: Hands-off Report01:25

Types of Reports I: Hands-off Report

1.5K
A hand-off report, also known as a change-of-shift report, is a crucial nursing process that ensures the smooth transition of patient care responsibilities between nursing staff.
Following are the key components and categories of hand-off reports:
Purpose and Process:
1.5K
Types of Reports II: Incident or Occurrence Report01:21

Types of Reports II: Incident or Occurrence Report

1.3K
An Incident or Occurrence Report in a healthcare setting is a crucial document used to record any unexpected occurrence that may or may not have affected a patient, employee, or visitor. Such reports are critical to improving patient safety and include all details leading up to and including the event.
Purposes:
In the healthcare industry, reports play a crucial role in documenting incidents within an agency. The primary objective of these reports is to ensure patient safety, uphold the...
1.3K
Types of Reports III: Telephone and Verbal Reports01:26

Types of Reports III: Telephone and Verbal Reports

1.0K
Telephone and Verbal Reports in healthcare settings are two communication methods for conveying therapeutic instructions from healthcare providers to nurses or other healthcare staff.
Here's an overview of each type:
Telephone Orders
1.0K
Reporter Genes02:11

Reporter Genes

13.3K
Reporter genes are a type of protein-coding gene that are often tagged to a gene of interest. Once inside a target cell, reporter genes usually produce visually identifiable characteristics like fluorescence and luminescence when expressed along with the gene of interest. Thus, reporter genes “report” the presence or absence of genes of interest in an organism, determine the gene expression pattern, or track the physical location of a DNA segment or protein in the cell.
13.3K
Introduction to Documentation and Reporting01:20

Introduction to Documentation and Reporting

3.0K
Documentation is the systematic process of formally recording, maintaining, and communicating information.
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive...
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Updated: Feb 5, 2026

Author Spotlight: Expanding Interventional Pulmonology Research with Robotic-Assisted Bronchoscopy
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走向自动化报告:一个支气管镜报告数据集用于增强多模式性 大型语言模型

Xingjian Luo1,2, Xinyan Huang3, Xusheng Liang1

  • 1Centre for Artificial Intelligence and Robotics (CAIR), Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong SAR, China.

Scientific data
|February 3, 2026
PubMed
概括
此摘要是机器生成的。

一个新的数据集,BERD,增强了用于呼吸系统疾病诊断的多模式大语言模型 (MLLMs). 在BERD上微调MLLM可以提高人工智能生成的支气管镜报告的准确性.

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Radionuclide-fluorescence Reporter Gene Imaging to Track Tumor Progression in Rodent Tumor Models
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科学领域:

  • 医疗成像医学成像
  • 人工智能的人工智能
  • 呼吸系统医学 呼吸系统医学

背景情况:

  • 支气管镜检查对于诊断和管理呼吸系统疾病至关重要.
  • 多模式大型语言模型 (MLLMs) 在医疗报告生成方面表现有前途.
  • 现有的数据集对于复杂的支气管镜病例缺乏全面的注释,限制了MLLM培训.

研究的目的:

  • 介绍支气管镜检查报告数据集 (BERD).
  • 提供一个数据集,详细注释图像报告关系在支气管镜检查.
  • 提高MLLM的性能,生成准确和全面的支气管镜检查报告.

主要方法:

  • 开发了BERD,一个包含3692份支气管镜检查报告的数据集.
  • 由专家临床医生注释了6,330张图像,附有详细的文本描述和分类标签.
  • 在BERD数据集上微调的最先进的MLLM.

主要成果:

  • 该BERD数据集包括多功能和详细的发现描述.
  • 在BERD上微调MLLM显著提高了其报告生成准确性.
  • 改进的MLLM性能证明了数据集在支气管镜检查中对AI的有效性.

结论:

  • 欧洲风险投资委员会 (BERD) 解决了支气管镜数据集中需要全面注释的需求.
  • 该数据集为MLLMs更好地学习图像报告关系.
  • 欧洲开发银行通过改进报告生成,在呼吸系统疾病诊断中推进人工智能应用.