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

Computed Tomography01:10

Computed Tomography

4.6K
Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
4.6K
Radiological Investigation I: X-ray and CT01:30

Radiological Investigation I: X-ray and CT

257
Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and...
257
X-ray Imaging01:24

X-ray Imaging

5.6K
German physicist Wilhelm Röntgen (1845–1923) was experimenting with electrical current when he discovered that a mysterious and invisible "ray" would pass through his flesh but leave an outline of his bones on a screen coated with a metal compound. In 1895, Röntgen made the first durable record of the internal parts of a living human: an "X-ray" image (as it came to be called) of his wife’s hand. Scientists worldwide quickly began their own experiments with...
5.6K
Positron Emission Tomography01:29

Positron Emission Tomography

4.2K
Positron emission tomography (PET) is a medical imaging technique involving radiopharmaceuticals — substances that emit short-lived radiation. Although the first PET scanner was introduced in 1961, it took 15 more years before radiopharmaceuticals were combined with the technique and revolutionized its potential.
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body...
4.2K

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

Dual-biomimetic synergistic structured aerogel for high-performance solar-driven water purification and power generation.

Water research·2025
Same author

Future water stress in China: Projections under socioeconomic and climate change scenarios.

Journal of environmental management·2025
Same author

Inhibition of STAT3 phosphorylation attenuates perioperative neurocognitive disorders in mice with D-galactose-induced aging by regulating pro-inflammatory reactive astrocytes.

International immunopharmacology·2025
Same author

Association Between Two Muscle-Related Parameters and Postoperative Complications in Patients Undergoing Colorectal Tumor Resection Surgery.

Anesthesia and analgesia·2024
Same author

Muscle-related parameters-based machine learning model for predicting postinduction hypotension in patients undergoing colorectal tumor resection surgery.

Frontiers in medicine·2024
Same author

A bibliometric analysis of the neurotoxicity of anesthesia in the developing brain from 2002 to 2021.

Frontiers in neurology·2023

相关实验视频

Updated: Jul 13, 2025

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique
04:48

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique

Published on: July 5, 2024

439

通过基于变压器的语义查询学习模拟医生的思维逻辑来生成胸部X射线报告.

Danyang Gao1, Ming Kong2, Yongrui Zhao1

  • 1Computer School, Beijing Information Science and Technology University, Beijing 100005, China.

Medical image analysis
|October 14, 2023
PubMed
概括

这项研究介绍了TranSQ,一种基于变压器的新方法,通过语义查询视觉特征来生成医疗报告. 在放射学数据集上,TranSQ提高了报告生成效率和临床疗效.

关键词:
计算机辅助诊断是一种计算机辅助的诊断.深度学习是一种深度学习.医疗报告的生成 医学报告的生成语义查询 语义查询是一个语义查询.变压器变压器变压器

更多相关视频

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

1.9K
Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules
10:26

Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules

Published on: May 19, 2023

1.9K

相关实验视频

Last Updated: Jul 13, 2025

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique
04:48

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique

Published on: July 5, 2024

439
A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
04:23

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

1.9K
Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules
10:26

Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules

Published on: May 19, 2023

1.9K

科学领域:

  • 人工智能的人工智能
  • 医学成像分析 医学成像分析
  • 自然语言处理自然语言处理.

背景情况:

  • 医疗报告生成需要医生从多个角度观察,理解和描述图像.
  • 现有的方法可能无法完全捕捉医疗报告中视觉信息和描述语言之间的细微关系.

研究的目的:

  • 提出一个创新的基于变换器的语义查询学习范式 (TranSQ),用于自动化医疗报告生成.
  • 提高生成的医疗报告的有效性和临床实用性.

主要方法:

  • TranSQ学习一个意图嵌入集,并对视觉特征执行语义查询.
  • 它生成符合意图的句子候选人,并形成连贯的报告.
  • 在训练期间使用双边匹配机制,以将意图嵌入与包含医疗概念的句子对齐.

主要成果:

  • 与最先进的模型相比,TranSQ模型在IUX射线和MIMIC-CXR放射学报告数据集上表现出卓越的性能.
  • 实验结果证实了该模型在生成和临床疗效方面的有效性.
  • 废除研究验证了TranSQ方法的创新性和可解释性.

结论:

  • 拟议的TranSQ范式在自动化医疗报告生成方面取得了重大进展.
  • 这种方法提高了放射学报告的准确性和临床相关性.
  • 该方法为整合语义理解与用于医学文本生成的视觉数据提供了一种新的方法.