Preprints / Articles in Press

This repository contains preliminary scientific reports that have not yet undergone formal peer review. They should not be considered conclusive or used to guide clinical practice.

Published: 08-06-2026

Preprints

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

Simbarashe G. Magwenzi (Author)
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Machine Learning in Precision Oncology: Integrating Multimodal Clinical Data for Treatment Selection Machine Learning in Precision Oncology

Simbarashe G. Magwenzi (Author)
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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)
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