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Author

Eliza Zofia Kabat

2 papers indexed here

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Review Open access Oct 2026

AI-DRIVEN EARLY WARNING SYSTEMS FOR SEPSIS DETECTION IN ICU SETTINGS: A STRUCTURED REVIEW OF PREDICTIVE PERFORMANCE, CLINICAL INTEGRATION AND EQUITY OUTCOMES

Background: Sepsis remains a primary cause of mortality and organ dysfunction in Intensive Care Units (ICUs) globally. Although AI models show considerable promise for the early identification of sepsis, moving these tools from retrospective performance to bedside utility is hindered by socio-technical barriers, workfl...

Zuzanna Julia Komin, Eliza Zofia Kabat, Michalina Justyna Kozłowska et al. · 0 citations
Review Open access Oct 2026

CHATBOT-DELIVERED COGNITIVE BEHAVIOURAL THERAPY: A STRUCTURED REVIEW OF EFFICACY, USER ENGAGEMENT, AND EQUITY OF ACCESS

Background: Chatbots are increasingly used to deliver cognitive behavioural therapy (CBT) via mobile and web applications. Many mental health systems cannot meet demand with face-to-face care alone. CBT chatbots have therefore been introduced in app form, but data on outcomes, dropout, and unequal uptake remain limited...

K. Konopka, Michalina Justyna Kozłowska, Eliza Zofia Kabat et al. · 0 citations

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