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相关概念视频

Human Genetics01:28

Human Genetics

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Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
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What is Genetic Engineering?00:49

What is Genetic Engineering?

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Overview
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Genetic Screens02:46

Genetic Screens

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Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which...
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Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Behavioral Genetics and Its Designs01:23

Behavioral Genetics and Its Designs

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Behavior genetics explores how genetic inheritance influences human behavior. It focuses on how genes, passed from parents to offspring, contribute to the development of behavioral traits and tendencies. This branch of genetics seeks to understand the complex interplay between inherited genetic factors and environmental influences in shaping our behaviors.
The primary methodologies used in behavior genetics include family studies, twin studies, and adoption studies, each providing unique...
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Synthetic Biology02:55

Synthetic Biology

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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
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相关实验视频

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Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
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人工智能在遗传学中的应用

Rohit S Vilhekar1, Alka Rawekar2

  • 1Medical Genetics, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND.

Cureus
|February 12, 2024
PubMed
概括

人工智能 (AI) 和机器学习 (ML) 正在彻底改变遗传学,为基因研究,疾病检测和药物发现提供了强大的工具. 挑战仍然存在,但人工智能有望在精密遗传医学领域取得进展.

科学领域:

  • 遗传学和基因组学 遗传学和基因组学
  • 人工智能 (AI) 是一种人工智能.
  • 机器学习 (ML) 是指机器学习.

背景情况:

  • 人工智能 (AI) 在机器中模拟人类智能,使他们能够思考和学习.
  • 人工智能和机器学习 (ML) 在科学研究中越来越重要,包括遗传学和药物发现.
  • 遗传学研究受益于人工智能分析复杂数据,生成假设和帮助实验技术的能力.

研究的目的:

  • 审查AI和ML在遗传学领域的当前应用.
  • 检查AI在推进精确遗传疾病治疗和临床护理方面的潜力.
  • 提供对人工智能在遗传疾病中的未来应用的见解.

主要方法:

  • 审查现有的关于AI和ML在遗传学中的应用文献.
  • 分析AI在基因治疗,遗传疾病检测和药物发现中的作用.
  • 在基因研究中探索用于自主特征提取的深度学习技术.

主要成果:

  • 人工智能显著有助于检测遗传性和基因相关疾病.
  • 人工智能和机器学习对于合理的药物发现和设计至关重要,影响人类健康.
  • 深度学习,AI的一个分支,越来越多地用于基础和应用基因研究.
关键词:
人工智能的人工智能是人工智能.人工神经网络的人工神经网络深度学习是一种深度学习.药物重用是为了改变药物的用途.遗传病是一种遗传性疾病.机器学习是机器学习.

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相关实验视频

Last Updated: Jul 3, 2025

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结论:

  • 人工智能为推进基因研究和精准医学提供了巨大的潜力.
  • 与理解人工智能的复杂性相关的挑战可能会阻碍未来的患者益处.
  • 在基因学中对人工智能的持续探索对于释放其在临床护理和疾病治疗中的全部潜力至关重要.