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

Inductive Reasoning00:59

Inductive Reasoning

62.9K
Inductive reasoning is a form of logical thinking that uses related observations to arrive at a general conclusion. It is uncertain and operates in degrees to which the conclusions are credible. As such, inductive arguments can be weak or strong, rather than valid or invalid, and conclusions can be used to formulate testable, falsifiable hypotheses.
Inductive reasoning is common in descriptive science. A life scientist makes observations and records them. This data can be qualitative or...
62.9K
Deductive Reasoning01:16

Deductive Reasoning

59.5K
Deductive reasoning, or deduction, is the type of logic used in hypothesis-based science. In deductive reasoning, the pattern of thinking moves in the opposite direction as compared to inductive reasoning, which means that it uses a general principle or law to predict specific results. From those general principles, a scientist can deduce and predict the specific results that would be valid as long as the general principles are valid.
For example, a researcher can deduce specific predictions...
59.5K
Reasoning01:30

Reasoning

132
Reasoning is the action of thinking about something in a logical, sensible way. It is integral to problem-solving, decision-making, and critical thinking. Reasoning can be inductive or deductive. Reasoning involves transforming information into conclusions, which is essential for problem-solving, decision-making, and critical thinking.
Inductive reasoning involves deriving generalizations from specific observations. This type of reasoning helps form beliefs about the world. For example,...
132
Evolutionary Relationships through Genome Comparisons02:54

Evolutionary Relationships through Genome Comparisons

6.2K
Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
6.2K
Genome Annotation and Assembly03:36

Genome Annotation and Assembly

19.3K
The genome refers to all of the genetic material in an organism. It can range from a few million base pairs in microbial cells to several billion base pairs in many eukaryotic organisms. Genome assembly refers to the process of taking the DNA sequencing data and putting it all back together in a correct order to create a close representation of the original genome. This is followed by the identification of functional elements on the newly assembled genome, a process called genome annotation.
19.3K
Synthetic Biology02:55

Synthetic Biology

5.0K
Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
5.0K

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

CAF-derived PAI-1 serves as an EGFR ligand and fuels KRAS-mutant pancreatic cancer.

Nature communications·2026
Same author

Ligilactobacillus salivarius Lbs57 Exerted Antibacterial Activity and Modulated Cecal Microbiota to Reduce Foodborne Pathogen Campylobacter jejuni.

Probiotics and antimicrobial proteins·2026
Same author

Asphaltene-Induced Deactivation and Solvent Regeneration of Polymer-Grafted Magnetic Nanodemulsifiers.

Langmuir : the ACS journal of surfaces and colloids·2026
Same author

Terahertz Dielectric Characterization and Hybrid Debye-Lorentz Modeling of Silicone Rubber Composites for Composite Insulators.

Polymers·2026
Same author

All-Weather Adaptable Non-Woven Janus Graphene Fibers with Asymmetric Wettability, Reliable Flame Retardancy and Synergistic Evaporative Cooling-Ultrafast Joule Heating.

Small (Weinheim an der Bergstrasse, Germany)·2026
Same author

ENPP1 blockade with a humanized monoclonal antibody enhances renal repair after acute kidney injury.

Cell stem cell·2026

相关实验视频

Updated: Sep 14, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
07:35

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

1.7K

生物图形融合 (BioGraphFusion):图形知识嵌入用于生物学完成和推理.

Yitong Lin1, Jiaying He1, Jiahe Chen1

  • 1College of Computer Science and Technology, Zhejiang University of Technology , 288 Liuhe Road, Xihu District, Hangzhou, Zhejiang Province, 310023, China.

Bioinformatics (Oxford, England)
|July 18, 2025
PubMed
概括
此摘要是机器生成的。

BioGraphFusion通过协同整合语义和结构学习来增强生物医学知识图的完成. 这种新的框架通过实现理解和结构之间的自适应性相互作用来改善药物发现和疾病理解.

更多相关视频

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

586
A Web Tool for Generating High Quality Machine-readable Biological Pathways
08:01

A Web Tool for Generating High Quality Machine-readable Biological Pathways

Published on: February 8, 2017

17.8K

相关实验视频

Last Updated: Sep 14, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
07:35

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

1.7K
Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

586
A Web Tool for Generating High Quality Machine-readable Biological Pathways
08:01

A Web Tool for Generating High Quality Machine-readable Biological Pathways

Published on: February 8, 2017

17.8K

科学领域:

  • 生物医学信息学是生物医学信息学.
  • 计算生物学是一种计算生物学.
  • 医学中的人工智能.

背景情况:

  • 生物医学知识图 (KG) 对于药物发现和疾病理解至关重要.
  • 现有的知识嵌入 (KE) 和图形神经网络 (GNN) 等方法在捕捉全球语义和本地结构方面都有局限性.
  • 复杂的生物医学KG适应性学习需要一种协同方法.

研究的目的:

  • 引入BioGraphFusion,这是一个新的框架,用于生物医学KG中的深度协同语义和结构学习.
  • 解决当前方法在实现语义和结构学习之间的适应性相互作用的局限性.
  • 提高生物医学KG的完成和推理能力.

主要方法:

  • 生物图形融合利用张量分解为全球语义基础.
  • 一个LSTM驱动的机制在图形传播过程中动态地改进关系嵌入.
  • 查询引导的子图构造和混合评分机制增强了自适应性学习.

主要成果:

  • 在最先进的KE,GNN和组合模型中,BioGraphFusion表现出优越的性能.
  • 该框架在三个关键的生物医学任务中取得了卓越的结果.
  • 一个关于皮肤恶性黑色素瘤的案例研究揭示了生物学上有意义的途径.

结论:

  • 生物图形融合为生物医学KG中的协同语义和结构学习提供了一种新且有效的方法.
  • 该框架显示了促进药物发现和疾病理解的巨大潜力.
  • 开源代码可用于可复制性和进一步开发.