AIMC Topic: Skin Diseases, Infectious

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Machine learning model to predict mortality in patients with skin and soft tissue infection in emergency department.

Scandinavian journal of trauma, resuscitation and emergency medicine Sep 24, 2025
BACKGROUND: Accurately predicting mortality in patients with skin and soft-tissue infections (SSTIs) remains challenging. Machine learning models offer rapid processing, algorithmic impartiality, and strong predictive accuracy, which may improve earl...
Humans Machine Learning Retrospective Studies Female Aged Adult Male Middle Aged Risk Assessment Hospital Mortality Emergency Service, Hospital Soft Tissue Infections Skin Diseases, Infectious
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Machine learning accelerates the discovery of epitope-based dual-bioactive peptides against skin infections.

International journal of antimicrobial agents Oct 31, 2024
OBJECTIVES: Skin injuries and infections are an inevitable part of daily human life, particularly with chronic wounds, becoming an increasing socioeconomic burden. In treating skin infections and promoting wound healing, bioactive peptides may hold s...
Humans Machine Learning Cytokines Animals Male Mice Escherichia coli Wound Healing Disease Models, Animal Lipopolysaccharides Antimicrobial Cationic Peptides Anti-Inflammatory Agents Epitopes Skin Antimicrobial Peptides Histocompatibility Antigens Class II Skin Diseases, Infectious
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