Author

C. Janson

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Open access Sep 2026

Explainable Multi-Label Machine Learning Framework for Patient-Specific Antibiotic Recommendation

Rapid selection of appropriate antimicrobial therapy is important for improving patient outcomes and supporting antimicrobial stewardship, particularly in the context of increasing antimicrobial resistance (AMR). Conventional antimicrobial susceptibility testing (AST), although essential for clinical decision-making, m...

Saman I. Othman, Rebaz H. Salih, K. Al-Barznji et al. · BioMedInformatics · 0 citations

Open access Sep 2026

Screening for obstructive sleep apnoea in the general population in Iceland and uptake of positive airway pressure treatment: a prospective cohort study

Among those with moderate-to-severe OSA identified through population screening, most accepted evaluation and PAP treatment, with approximately half becoming long-term users, suggesting that population-based detection of OSA followed by routine clinical management is feasible.

E. H. Thorarinsdottir, B. Benediktsdóttir, T. Aspelund et al. · BMJ Open · 0 citations

Open access Aug 2026

Association between short-term exposure to air pollution and COVID-19: a case-crossover cohort study

Abstract Objective To investigate associations between short-term fluctuations in urban background air pollution and the incidence of COVID-19 across three Swedish cities using detailed individual-level data. Methods A case-crossover analysis was conducted using individual-level data from a prospective cohort of adults...

Andreas Tornevi, C. Janson, Andreas Palm et al. · BMJ Open Respiratory Researc... · 0 citations