数学瘤学的75年
bioRxiv : the preprint server for biology
|February 6, 2026
概括
数学瘤学使用定量模型来推进癌症研究和治疗. 这个领域整合了生物学,临床数据和数学,以更好地进行查,治疗指导和预测.
科学领域:
- 数学瘤学数学瘤学
- 跨学科研究跨学科的研究.
- 癌症生物学和治疗建模
背景情况:
- 从历史上看,数学为癌症生物学和治疗提供了定量框架.
- 该领域已经发展成为一个被称为数学瘤学的多学科和翻译努力.
- 数学瘤学的跨学科性质可能会掩盖其进化路径和与相关领域的界限.
研究的目的:
- 在75年内对瘤学的数学研究进行全面的文献分析.
- 绘制数学瘤学的概念和合作发展的地图.
- 从系统生物学和药物动力学/药物动力学等相邻领域划出数学瘤学的独特特征.
主要方法:
- 使用手工策划的语料库 (大约. 1,500篇论文) 和一个大型基于查询的数据集 (约. 有19,000篇论文).
- 随着时间的推移,绘制该领域的概念和协作发展.
- 独立分析以评估增长,影响和跨学科性.
主要成果:
- 在数学瘤学研究中,持续增长,高影响力和明显的跨学科性.
- 从基本的癌症生物学向治疗模型的逐渐转变.
- 识别数学瘤学作为一个独立的领域,与系统生物学和药理动力学/药理动力学分开.
结论:
- 数学瘤学是一个新兴的独特领域,不仅仅是数学对癌症的应用.
- 它整合了各种概念,包括应用数学,最佳控制,进化理论和成像.
- 数学瘤学的可解释模型改善了癌症查,疾病演变的理解,治疗指导和预测.
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