Rethinking Trial Access in Lower-Income Regions Through Patient-Centric, AI-Driven Models | Applied Clinical Trials Online

Rethinking Trial Access in Lower-Income Regions

Expanding breast cancer research leadership beyond high-income countries is crucial for building more inclusive global trial networks.

Gen Li, PhD, MBA, president of Phesi, highlights the geographic concentration of breast cancer trial leaders in the US and China, with a positive outlook on global diversity.

Operational Barriers and Opportunities

Traditional business models are a significant barrier to conducting trials in lower-income countries. However, leveraging artificial intelligence (AI) and machine learning can help implement a more patient-centric approach.

Author's summary: AI-driven models can help expand breast cancer research.

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Applied Clinical Trials Online Applied Clinical Trials Online — 2025-10-25

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