Search research articles

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 Journal Methods Collections JoVE Encyclopedia of Experiments 存档

教育

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual 教师资源中心教师网站

使用条款与条件

相关概念视频

Dementia

Dementia

Dementia is a collective term for cognitive disorders primarily affecting memory, thinking, and reasoning. It is not a specific disease but a syndrome, with Alzheimer's disease being the most common cause, accounting for approximately 60-80% of cases. Other types include vascular dementia, Lewy body dementia, and frontotemporal dementia. Dementia affects millions worldwide, particularly older adults, though it is not a normal part of aging.
The progression of dementia is generally gradual....

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

Two-Dimensional Magnetic Phosphite Oxalate K<sub>2</sub>Co<sub>2</sub>(HPO<sub>3</sub>)<sub>2</sub>(C<sub>2</sub>O<sub>4</sub>)(H<sub>2</sub>O)<sub>2</sub> with Triangular Arrangement of Spin Dimers.

Inorganic chemistry·2026

Same author

Correction: The EHMT2-MBLAC2 axis suppresses ribosomal DNA transcription in response to nucleolar DNA damage.

Cell death & disease·2026

Same author

Real-world operational characteristics of perovskite photovoltaics.

BMC chemistry·2026

Same author

Autistic traits in children with ADHD: preliminary evidence for a subgroup with elevated rule-breaking and aggressive behaviors.

BMC psychiatry·2026

Same author

Prognostic value of pretreatment neutrophil-to-lymphocyte ratio in breast cancer patients receiving neoadjuvant chemotherapy: a systematic review and meta-analysis.

Frontiers in oncology·2026

Same author

JOSD1-mediated stabilization of SUFU controls pancreatic cancer progression.

Cell death & disease·2026

Search research articles

相关实验视频

Updated: Jul 5, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

在血管痴呆症中使用神经成像进行深度学习应用.

Chao Dong¹, Shizuka Hayashi

¹Centre for Healthy Brain Ageing (CHeBA), Discipline of Psychiatry & Mental Health, School of Clinical Medicine, UNSW Sydney, NSW, Australia.

Current opinion in psychiatry

|January 16, 2024

概括

深度学习,特别是卷积神经网络 (CNN),在使用神经成像来诊断血管痴呆症 (VaD) 方面显示出很大的前景. 这些先进的AI模型可以检测和分类与VaD相关的大脑变化,有助于早期诊断和治疗.

科学领域:

神经成像是一种神经成像.
人工智能的人工智能
痴呆症研究痴呆症研究

背景情况:

血管性痴呆 (VaD) 是认知能力下降的主要原因,仅次于阿尔茨海默病.
深度学习 (DL) 在分析复杂的医疗数据,包括神经成像方面越来越重要.

研究的目的:

审查深度学习在血管痴呆症研究中的当前应用.
突出DL在VAD成像生物标志物和诊断中的作用.

主要方法:

卷积神经网络 (CNN) 是用于VaD神经成像数据的主要DL技术.
CNN用于检测和细分与VaD相关的各种大脑病变.

主要成果:

美国有线电视新闻网 (CNN) 的模型在识别白质超强度,大脑微型出血和大脑缩方面表现出很高的有效性.
深度学习在分类血管性痴呆症的亚型方面表现出色.
基于CNN的模型显示了改善VaD诊断和预后的潜力.

结论:

深度学习,利用神经成像,为推进VaD的早期诊断和治疗提供了巨大的潜力.
专家之间的持续合作对于克服挑战和最大限度地提高DL对VaD管理的影响至关重要.

更多相关视频

Using Retinal Imaging to Study Dementia

Using Retinal Imaging to Study Dementia

Published on: November 6, 2017

A Mouse Model for Vascular Cognitive Impairment and Dementia Based on Needle-guided Asymmetric Bilateral Common Carotid Artery Stenosis

A Mouse Model for Vascular Cognitive Impairment and Dementia Based on Needle-guided Asymmetric Bilateral Common Carotid Artery Stenosis

Published on: November 22, 2024

相关实验视频

Last Updated: Jul 5, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

Using Retinal Imaging to Study Dementia

Using Retinal Imaging to Study Dementia

Published on: November 6, 2017

A Mouse Model for Vascular Cognitive Impairment and Dementia Based on Needle-guided Asymmetric Bilateral Common Carotid Artery Stenosis

A Mouse Model for Vascular Cognitive Impairment and Dementia Based on Needle-guided Asymmetric Bilateral Common Carotid Artery Stenosis

Published on: November 22, 2024