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

Classification of Bones01:18

Classification of Bones

5.5K
The bones of the human skeletal system are of varied shapes, sizes, and functions. They can be classified based on their shape and function into four major classes: long bones, short bones, flat bones, and irregular bones. Some classifications include a fifth type, the sesamoid bones, as a separate class, whereas others categorize them under short bones.
Long and Short Bones
The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The...
5.5K
Classification of Connective Tissues01:30

Classification of Connective Tissues

10.6K
The connective tissues have different properties and functions in the human body. They are broadly categorized into proper, supporting, or fluid connective tissues.
Connective Tissue Proper
Connective tissue proper is the most abundant class of connective tissues. As its name implies, it predominantly connects different tissues in the body. Depending on the cell types, ground substance, viscosity, and fiber types in the ECM, connective tissue proper is further categorized into loose and dense....
10.6K
Classification of Illness01:17

Classification of Illness

7.5K
The meaning of illness is individualized to each person who experiences an alteration in health. In contrast, disease is a medical term indicating a pathological change in the structure and function of the body or mind. It is a condition that has specific symptoms and boundaries.
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
7.5K
Classification of Skeletal Muscle Relaxants01:28

Classification of Skeletal Muscle Relaxants

2.5K
Skeletal muscle relaxants are a group of drugs that can reduce muscle stiffness and induce temporary paralysis to relieve pain. These agents can act centrally to reduce muscle tone or spasms in painful conditions such as multiple sclerosis (MS), amyotrophic lateral sclerosis (ALS), or spinal injuries; they are called antispasmodics or spasmolytics.
Peripherally acting skeletal muscle relaxants interfere with the neurotransmission at the neuromuscular end plate to induce paralysis during...
2.5K
Tooth Anatomy01:21

Tooth Anatomy

473
The human tooth enables us to eat a variety of foods, speak clearly, and even aid in shaping our faces. Teeth are composed of various elements that work together. Here's a detailed look at the anatomy of a human tooth.
The Crown, Neck, and Root
The visible part of the tooth is referred to as the crown. It's covered by enamel, the hardest substance in the human body. The crown is uniquely shaped for each type of tooth, allowing for different functions such as cutting, tearing, or...
473
Knee Joint01:23

Knee Joint

1.8K
The knee joint is the most complicated joint in the body. It consists of three articulations– two tibiofemoral and one patellofemoral. As is characteristic of synovial joints, the knee joint has a thin articular capsule that partially surrounds this joint cavity. Additionally, several ligaments, muscles, and cartilaginous structures support the movement of the knee.
A total of seven ligaments support the knee joint. The patellar ligament, which is also attached to the quadriceps femoris...
1.8K

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

A Community-Based Usability Study of an AI-Enabled Oral Cancer Screening App Operated by Village Health Volunteers: Mixed Methods Study.

JMIR mHealth and uHealth·2026
Same author

Photorealistic synthesis of oral lichen planus and lichenoid lesions enhances deep-learning segmentation in intra-oral photographs.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society·2026
Same author

Deep learning-based object detection of restorative dental instruments with potential implications for workflow automation and infection control in dental supply units.

Scientific reports·2025
Same author

Salivary glucose, salivary interleukin-18, glycemic control, and periodontal status in patients with type 2 diabetes mellitus.

Scientific reports·2025
Same author

Virtual reality simulation for learning minimally invasive endodontics: a randomized controlled trial.

BMC medical education·2025
Same author

Performance of deep learning models for the classification and object detection of different oral white lesions using photographic images.

Scientific reports·2025
Same journal

A GenAI Pipeline for Violinist Kinematic Data Management.

Studies in health technology and informatics·2026
Same journal

AMAL-For-Qatar: A Comprehensive AI Ecosystem for Fetal Ultrasound Analysis - Project Overview and Achievements.

Studies in health technology and informatics·2026
Same journal

Longitudinal Treatment-Aware Multimodal AI for Dermatology: A Scoping Review.

Studies in health technology and informatics·2026
Same journal

Predicting Postpartum Depression Using Imbalance-Aware Machine Learning.

Studies in health technology and informatics·2026
Same journal

Validation of Deep-Learning Models for Autosegmentation of Brain Metastases.

Studies in health technology and informatics·2026
Same journal

Delay-Dependent Gating in Modular RNNs.

Studies in health technology and informatics·2026
查看所有相关文章

相关实验视频

Updated: Jul 5, 2025

Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
05:49

Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization

Published on: February 23, 2024

849

关节疾病 多类分类使用深度学习.

Bhornsawan Thanathornwong1, Treesukon Treebupachatsakul2, Thitirat Teechot2

  • 1Faculty of Dentistry, Srinakharinwirot University, Bangkok, Thailand.

Studies in health technology and informatics
|January 25, 2024
PubMed
概括
此摘要是机器生成的。

深度学习准确地分类了关节 (TMJ) 疾病和全景放射图中的正常变化. DenseNet-121的准确率达到了99%,有助于正确的关节障碍诊断和治疗.

关键词:
短关节疾病 短关节疾病这是分类分类的分类.深度学习是一种深度学习.

更多相关视频

Temporomandibular Joint Pain Measurement by Bite Force and Von Frey Filament Assays in Mice
06:37

Temporomandibular Joint Pain Measurement by Bite Force and Von Frey Filament Assays in Mice

Published on: September 13, 2024

933
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

2.5K

相关实验视频

Last Updated: Jul 5, 2025

Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
05:49

Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization

Published on: February 23, 2024

849
Temporomandibular Joint Pain Measurement by Bite Force and Von Frey Filament Assays in Mice
06:37

Temporomandibular Joint Pain Measurement by Bite Force and Von Frey Filament Assays in Mice

Published on: September 13, 2024

933
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

2.5K

科学领域:

  • 牙科 牙科是指牙科的专业.
  • 医疗成像医学成像
  • 人工智能的人工智能

背景情况:

  • 关节 (TMJ) 疾病经常被误诊,原因是与正常的解剖变异混.
  • 对TMJ特征的误解可能导致无效的治疗策略和患者的不满.

研究的目的:

  • 评估深度学习算法,特别是DenseNet-121和InceptionV3在分类正常TMJ变异和障碍方面的有效性.
  • 用全景放射图来评估这些人工智能模型的性能.

主要方法:

  • 这项研究使用了1,710张全景放射图的数据集.
  • 两个深度学习模型DenseNet-121和InceptionV3被用于多类分类任务.
  • 计算了性能指标,包括整体准确性和曲线下的面积 (AUC).

主要成果:

  • 丹斯网-121的整体准确率为0.99 (99%).
  • 在InceptionV3的总体准确度达到0.95 (95%).
  • 这两种模型都表现出高性能,AUC值在0.99至1.00之间.

结论:

  • 深度学习算法,特别是DenseNet-121显示出在精确分类TMJ障碍和全景X射线图中的正常变异方面的卓越能力.
  • 这些发现表明,人工智能在改善关节疾病的诊断准确性方面发挥着有希望的作用,可能减少治疗失败.