AI in Breast Cancer Stem Cells and Proteomics: Precision Oncology Perspectives
暫譯: 乳腺癌幹細胞與蛋白質組學中的人工智慧:精準醫療的視角
Mir, Manzoor Ahmad, Khan, Hina Qayoom
- 出版商: Academic Press
- 出版日期: 2026-06-26
- 售價: $6,450
- 貴賓價: 9.5 折 $6,127
- 語言: 英文
- 頁數: 338
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443491097
- ISBN-13: 9780443491092
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相關分類:
AI Coding
海外代購書籍(需單獨結帳)
商品描述
AI in Breast Cancer Stem Cells and Proteomics: Precision Oncology Perspectives explores the intersection of artificial intelligence, cancer stem cell biology, and proteomics to address the persistent challenges of relapse, metastasis, and therapy resistance in breast cancer. This book provides a translational framework for precision oncology through advanced computational and molecular approaches. It gives insight into the biology of breast cancer stem cells (BCSCs), their heterogeneity, and the role of proteomics in identifying biomarkers and therapeutic targets. The integration of AI enables predictive modeling, drug resistance profiling, and multi-omics data analysis, offering novel insights into personalized treatment strategies. Academics benefit from a comprehensive, interdisciplinary resource that bridges cancer biology, bioinformatics, and clinical applications. The book equips researchers, clinicians, and students with case studies, algorithmic tools, and practical workflows to translate proteomic data into actionable medical interventions.
商品描述(中文翻譯)
《人工智慧在乳腺癌幹細胞與蛋白質組學中的應用:精準腫瘤學的視角》探討了人工智慧、癌症幹細胞生物學與蛋白質組學的交集,以應對乳腺癌中復發、轉移和治療抗性等持續挑戰。本書提供了一個透過先進計算和分子方法的精準腫瘤學轉化框架。它深入了解乳腺癌幹細胞(BCSCs)的生物學、其異質性,以及蛋白質組學在識別生物標記和治療靶點中的角色。人工智慧的整合使得預測建模、藥物抗性分析和多組學數據分析成為可能,為個性化治療策略提供了新穎的見解。學術界從這本綜合性、跨學科的資源中受益,該資源橋接了癌症生物學、生物資訊學和臨床應用。
本書為研究人員、臨床醫生和學生提供了案例研究、演算法工具和實用工作流程,以將蛋白質組學數據轉化為可行的醫療介入。