Vol. 1 No. 1 (2026)

Articles

• Systematic Feature Ablation and SHAP Interpretability Reveal a Four-Gene Transcriptomic Host-Response Signature for Mortality Prediction in Sepsis: A Two-Cohort Machine Learning Study SHAP Ablation Reveals Four-Gene Sepsis Mortality Signature

  Simbarashe G. Magwenzi (Author)

  • PDF

• A Conserved Fibrinogen and Immune Evasion Gene Signature Predicts Mortality Across Lung Cancer Histological Subtypes: An Interpretable Machine Learning Discovery Study Fibrinogen and Immune Evasion Predict Lung Cancer Mortality

  Simbarashe G. Magwenzi (Author)

  • PDF

• Machine Learning in Precision Oncology: Integrating Multimodal Clinical Data for Treatment Selection Machine Learning in Precision Oncology

  Simbarashe G. Magwenzi (Author)

  • PDF

• CRP Predicts Biochemical but Not Clinical Remission in Ustekinumab-Treated Crohn's Disease: A Remission-Specific Whole-Blood Transcriptomic Signature Transcriptomic biomarkers for ustekinumab response in Crohn's disease

  Simbarashe G. Magwenzi (Author)

  • PDF

• Beyond Single Biomarkers: Multimodal Machine Learning for Precision Medicine Across Clinical Specialties Multimodal Machine Learning in Precision Medicine

  Simbarashe G. Magwenzi (Author)

  • PDF