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Updated: May 10, 2026

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在前列腺癌和黑色素瘤患者中使用深度学习与标准方法检测致病变体

Saud H AlDubayan1,2,3,4, Jake R Conway1,2,5, Sabrina Y Camp1,2

  • 1Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Harvard University, Boston, Massachusetts.

JAMA
|November 17, 2020
PubMed
概括

与标准基因检测相比,深度学习方法显著提高了癌症患者的生殖系病原体变异的检测. 这种进步有助于更准确的癌症风险评估和个性化治疗策略.

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Principles of Pharmacogenetics: Types of Genetic Variants01:27

Principles of Pharmacogenetics: Types of Genetic Variants

The human genome is over 99.9% identical between individuals, yet genetic differences exist at millions of bases. The human genome contains approximately 3 million variant positions per individual, many of which are heterozygous, contributing to genetic diversity and individual traits. Genetic variations include single-nucleotide polymorphisms (SNPs), insertions, deletions, and copy number variations (CNVs).SNPs, the most common variation, involve single-base changes in DNA. These can be...