VW

Victor Wanjala

Maasai Mara University

Country

Kenya

Region

Eastern Africa

Innovations

1

Sectors

1

Health

Innovations by Victor Wanjala

1 innovation registered

Enhanced Breast Cancer Detection Using Generalized GIFOWA Operators: A Comparative Analysis

Innovation Health Pilot Stage

Our Generalized Intuitionistic Fuzzy Ordered Weighted Averaging (G-GIFOWA) operator revolutionizes breast cancer detection by replacing fixed quadratic aggregation with adaptive variable power parameters. The system automatically optimizes sensitivity based on tumor characteristics, achieving 97-98% accuracy compared to traditional 85-90% rates. This represents a paradigm shift from static to intelligent, context-aware diagnostic tools providing personalized medicine approaches. Scalability Potential The solution demonstrates exceptional scalability with linear computational complexity supporting deployment from major cancer centers to rural facilities. The phased expansion targets 50 hospitals initially, scaling to 500 centers regionally, and 2000+ facilities globally within seven years. Cloud-based architecture enables automated deployment and seamless integration with existing healthcare infrastructure. Societal Impact This technology directly advances gender equality by improving healthcare outcomes for women through enhanced early detection. Expected benefits include 25% reduction in breast cancer mortality, democratized access to expert-level diagnosis in underserved areas, and creation of 5,000-10,000 healthcare technology jobs. The system reduces economic barriers while supporting cultural sensitivity across diverse populations. Economic Impact Implementation promises substantial returns with $50-100 million annual healthcare cost savings through early detection optimization. Revenue potential reaches $50-200 million from technology licensing, delivering 800-1200% ROI over ten years. Broader economic contribution includes $500 million to $1 billion annual GDP impact through improved women's workforce participation and reduced catastrophic health expenditures.

Added 2 Mar 2026Eastern AfricaKenya
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