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

Drug Abuse and Addiction: Pharmacological Phenomena01:15

Drug Abuse and Addiction: Pharmacological Phenomena

447
Drug dependence, abuse, and addiction are complex phenomena that can precipitate various abnormal states. Physical dependence refers to a state of pharmacological adaptation to a drug. This adaptation often results in tolerance—a reduced response to the drug after repeated administrations. When the drug use is abruptly stopped, withdrawal symptoms occur due to the body's need to readjust from the pharmacologically induced imbalance. However, tolerance and withdrawal symptoms do not...
447
Criteria for Causality: Bradford Hill Criteria - II01:28

Criteria for Causality: Bradford Hill Criteria - II

222
The Bradford Hill criteria serve as guidelines for establishing causative links in epidemiological research. Beyond Strength, Consistency, Specificity, and Temporality, key criteria also include Biological Gradient, Plausibility, Coherence, Experiment, and Analogy. These principles assist scientists in assessing the likelihood of causation in complex biological contexts. Below is a summary of these concepts:
222
Drug Regulation01:25

Drug Regulation

1.3K
Drug regulation encompasses the management of drug usage by evaluating its safety and efficacy through assessments conducted by regulatory authorities. Regrettably, the history of drug regulation is marred by several catastrophic events. One such incident is the Elixir Sulfanilamide tragedy, in which the toxic compound diethyl glycol was included in a sweet-tasting medication, leading to numerous fatalities. This event prompted the enactment of the Food, Drug, and Cosmetic Act in 1938. Under...
1.3K
Drug Dependence01:17

Drug Dependence

984
Medications are typically administered to achieve therapeutic effects. Some drugs can modify an individual's mood and perception, frequently resulting in various enjoyable experiences. However, this can result in drug dependency, a condition marked by continuous drug use despite potential negative consequences. Drug dependency primarily falls into two categories: psychological and physical dependence. Psychological dependence occurs when the pleasurable feelings induced by the drug...
984
Drug Control Governance: Regulatory Bodies and Their Impact01:03

Drug Control Governance: Regulatory Bodies and Their Impact

145
Drug control governance involves the oversight and regulation of pharmaceuticals to ensure their safety and efficacy while preventing illegal drug use and trafficking. Regulatory bodies, including the US Food and Drug Administration (FDA) and the European Union's European Medicines Agency (EMA), play a central role in this process. These agencies evaluate the safety and efficacy of drugs before they can be marketed. They fund clinical trials and assess the benefits and risks associated with...
145
Factors Affecting Drug Response: Overview01:21

Factors Affecting Drug Response: Overview

1.9K
When it comes to infants and young children, they are typically administered smaller doses of medication in comparison to adults. This is primarily because their organ functions still need to fully develop, meaning their bodies are not as efficient at metabolizing or eliminating drugs. Additionally, their blood-brain barrier is more permeable than in adults. As a result, high concentrations of drugs can easily penetrate the central nervous system (CNS), potentially leading to neurological...
1.9K

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

DispFormer: A dual attention transformer with denoising for biomedical irregular time series classification.

Journal of biomedical informatics·2026
Same author

A temporal deep learning algorithm for prediction of extubation failures in critical care patients.

Journal of clinical monitoring and computing·2026
Same author

DynaMamba: Multi-scale dynamic interacting Mamba network for irregular clinical time series classification.

Journal of biomedical informatics·2026
Same author

Contextual information contributes to biomedical named entity normalization.

Journal of biomedical informatics·2025
Same author

Self-Supervised Molecular Representation Learning With Topology and Geometry.

IEEE journal of biomedical and health informatics·2024
Same author

Advancing Chinese biomedical text mining with community challenges.

Journal of biomedical informatics·2024

相关实验视频

Updated: Jun 11, 2025

A Protocol for Measuring Cue Reactivity in a Rat Model of Cocaine Use Disorder
07:51

A Protocol for Measuring Cue Reactivity in a Rat Model of Cocaine Use Disorder

Published on: June 18, 2018

10.5K

从因果关系的角度重新审视药物建议.

Junjie Zhang, Xuan Zang, Hao Chen

    IEEE journal of biomedical and health informatics
    |September 30, 2024
    PubMed
    概括
    此摘要是机器生成的。

    这项研究引入了药物推的新型因果关系方法,通过区分与患者健康相关的药物分子特征和与患者健康无关的药物分子特征来提高准确性. 这种方法通过减少虚假的相关性来增强处方建议.

    更多相关视频

    Assessment of Cocaine-induced Behavioral Sensitization and Conditioned Place Preference in Mice
    10:28

    Assessment of Cocaine-induced Behavioral Sensitization and Conditioned Place Preference in Mice

    Published on: February 18, 2016

    17.0K
    A Procedure to Study Stress-Induced Relapse of Heroin Seeking after Punishment-Imposed Abstinence
    08:05

    A Procedure to Study Stress-Induced Relapse of Heroin Seeking after Punishment-Imposed Abstinence

    Published on: March 23, 2022

    2.5K

    相关实验视频

    Last Updated: Jun 11, 2025

    A Protocol for Measuring Cue Reactivity in a Rat Model of Cocaine Use Disorder
    07:51

    A Protocol for Measuring Cue Reactivity in a Rat Model of Cocaine Use Disorder

    Published on: June 18, 2018

    10.5K
    Assessment of Cocaine-induced Behavioral Sensitization and Conditioned Place Preference in Mice
    10:28

    Assessment of Cocaine-induced Behavioral Sensitization and Conditioned Place Preference in Mice

    Published on: February 18, 2016

    17.0K
    A Procedure to Study Stress-Induced Relapse of Heroin Seeking after Punishment-Imposed Abstinence
    08:05

    A Procedure to Study Stress-Induced Relapse of Heroin Seeking after Punishment-Imposed Abstinence

    Published on: March 23, 2022

    2.5K

    科学领域:

    • 医疗信息学 医疗信息学
    • 计算化学计算化学
    • 因果推理因果推理

    背景情况:

    • 药物推在医疗保健中至关重要,分子图提供了潜在的见解.
    • 当前的方法往往无法充分利用分子图数据或考虑患者的健康背景.
    • 现有的方法与复杂的分子结构和虚假的相关性作斗争.

    研究的目的:

    • 开发一种使用因果关系视角的新药推方法.
    • 解决现有方法的局限性,包括不灵活和不考虑患者的健康状况.
    • 提高药物建议的准确性和可靠性.

    主要方法:

    • 为药物推提出了一个有条件的因果代表学习器.
    • 根据患者的健康状况,将药物的分子表示分为因果和虚构成分.
    • 采用因果干预来消除虚假的相关性.

    主要成果:

    • 在MIMIC-III和MIMIC-IV数据集上实现了新的最先进的性能.
    • 显著改善,包括在MIMIC-III (p值0.05) 上得到6.68%的Jaccard改善.
    • 有效地减少了药物分子表示中的虚假相关性.

    结论:

    • 提出的因果关系方法显著提高了药物推的准确性.
    • 这种方法通过考虑患者特定的因素,提供了一种更强大,更可靠的药物处方方法.
    • 未来的工作可以探索因果推理在个性化医学中的进一步应用.