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Author

Wellington Kanyongo

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Review Open access Aug 2026

Feature-Centric AI for Breast Cancer Metastasis Analytics: A Systematic Review and Evidence-Based Framework for Feature Engineering and Multimodal Integration

The study crafts an evidence-informed conceptual 5Fs framework comprising feature extraction or generation, feature preparation and transformation, feature selection and dimensionality reduction, feature construction and integration, and feature interpretability and explainability that highlights the feature-centric na...

Wellington Kanyongo, B. Chimbo · 0 citations
Review Open access Aug 2026

Transformative Pathways in Oncology: A Systematic Review and Framework for AI-Driven Cancer Progression Risk Analytics and Prediction

The AI-driven cancer progression risk analytics framework (AI CanPRAF) is developed, which integrates AI taxonomies, imaging phenotypes, clinical context, progression analytics and decision support into one clinically oriented model.

Wellington Kanyongo, B. Chimbo · 0 citations

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