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Updated: Mar 25, 2026

A Comprehensive Procedure to Evaluate the In Vivo Performance of Cancer Nanomedicines
Published on: March 4, 2017
Precision oncology meets nanotechnology: AI-driven liposomal nanocarriers for enhanced cancer immunotherapy
Sajid Muhammad1, Jiamin Zhai2, Wenda Zhong2
1Zhejiang-Pakistan Joint Laboratory on R&D of Herbal Medicine, Institute of Drug Discovery Technology, Ningbo University, Ningbo 315211, China; Qian Xuesen Collaborative Research Center of Astrochemistry and Space Life Sciences, Ningbo University, Ningbo 315211, China.
Abstract:
The integration of artificial intelligence (AI) with nanotechnology is redefining therapeutic strategies in cancer immunotherapy and chemotherapy. These AI-engineered nanomaterials enable targeted drug delivery, controlled release, and improved modulation of the tumor microenvironment, thereby overcoming immunosuppressive barriers and enhancing immune checkpoint therapy, vaccine responses, and combination chemotherapeutic regimens. This review summarizes recent advancements in immunologically active nanocarriers, elucidates their therapeutic mechanisms, and discusses the emerging role of AI in optimizing nanomaterial design and personalizing cancer treatment. Additionally, it discusses current trends and translational challenges associated with advancing AI-enabled nanomaterial-based chemoimmunotherapy toward clinical application.
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