跨疾病的先进免疫疗法和人工智能的作用:一篇综述
1SKAN Research Trust, Bengaluru, Karnataka, India.
Biomolecules & biomedicine
|January 28, 2026
概括
免疫疗法正在彻底改变医学,不仅仅是治疗癌症. 人工智能增强了个性化的方法,在各种疾病中提供更安全,更有效的治疗方法.
科学领域:
- 免疫学 免疫学 免疫学
- 在瘤学瘤学.
- 生物技术是生物技术.
背景情况:
- 免疫疗法已经迅速发展,通过免疫检查点抑制和CAR-T疗法等方法改变了癌症治疗.
- 它的应用正在扩大,超越瘤学到自身免疫性,传染性和过敏性疾病.
研究的目的:
- 审查免疫疗法的最新进展.
- 检查免疫疗法在瘤学之外的扩展应用.
- 探索人工智能在个性化免疫治疗中的作用.
主要方法:
- 在PubMed和Google Scholar的结构化文献搜索.
- 优先考虑2015年至2026年发表的研究.
- 对各种免疫疗法策略和AI集成的研究结果的综合.
主要成果:
- 免疫疗法显示了超越瘤学的疗效,使用单克隆抗体,采用细胞疗法和细胞因子调节.
- 挑战包括可变的患者反应,不良事件和成本.
- 人工智能有助于患者分层,生物标记物识别和个性化免疫治疗的预测建模.
结论:
- 免疫治疗的范围正在迅速扩展到癌症之外.
- 人工智能驱动的个性化方法承诺更安全,更有效,更广泛的治疗方法.
- 解决数据质量,可解释性,监管和伦理问题对于AI集成至关重要.
相关概念视频
Review and Preview
8.4K
In statistics, several tools are used to interpret the data. Measures of central tendency represent the characteristics of the data, such as mean, median, and mode. Additionally, measures of variance like standard deviation and range are used to find the spread of data from the mean. Relative standing measures the distance between data locations. Commonly used measures of relative standings are percentile, z score, and quartiles.
Percentiles are a type of fractile that partition data into...
Percentiles are a type of fractile that partition data into...
8.4K
Review and Preview
11.2K
Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
11.2K
Tumor Immunotherapy
1.9K
Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
1.9K
Intelligence
8.6K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.6K
Measures of Intelligence
8.4K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
8.4K
Multiple Intelligences Theory
8.9K
Howard Gardner's theory of Multiple Intelligence proposes that there are nine distinct types of intelligence, each reflecting different ways of interacting with the world. Introduced in 1983 and expanded in subsequent years, Gardner's framework challenges the traditional notion of a single, generalized intelligence.
8.9K


