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Machine learning-based peptide material design strategies to enhance tumor targeting and therapy

delete2026-08-04
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PRE
AI
H
Haoxiang Chen
H
Hailin Zhang
Y
Yanxin Xiang
X
X.H. Nie
Q
Qiaoju Hu
C
Changyou Gao *
DOI:10.1016/j.bioadv.2026.215097delete
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Abstract

Abstract

En 中文
• The core framework of machine learning-assisted peptide material design. • Machine learning enhances the design of tumor targeting and anti-tumor peptide materials. • Professional databases and algorithm support the development of machine learning. • Applications-oriented perspective for the rational design of tumor-targeting peptide materials.
Keywords:
Machine learning
Tumor targeting
Cancer therapy
Peptide material
Biomaterials

Journal

Biomaterials Advances cover
Biomaterials Advances
IF:
6
Papers:
1.9K
Citations:
6.0K

Organization

Z
zhejiang university
Scholars:
17.0W
Papers: 11.9W
Citations: 152
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