Author

A. Suwalska

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Open access Sep 2026

Clinical employment and nursing students’ attitudes towards a humanoid social robot in geriatric care: implications for the public health workforce

Introduction Population ageing and workforce shortages are placing growing pressure on geriatric care systems, prompting interest in humanoid social robots (HSRs) as a potential support for older-adult care. Their successful introduction, however, depends substantially on acceptance by the nursing workforce that will d...

Klaudia Osypka, Małgorzata Dziechciaż, A. Suwalska et al. · Frontiers in Public Health · 0 citations

Preprint Aug 2026

Can Unsupervised Methods Outperform Supervised Deep Learning When Ground Truth Is Sparse? A Case Study of Bronchovascular Bundle Segmentation in Low-Dose CT

Background Lung cancer remains the deadliest cancer worldwide because it is often diagnosed too late. Effective treatment depends on detection at an early screening stage. However, the growing number of patients and the limited number of radiologists lead to prolonged diagnostic waiting times. In very early stage lung...

A. Mrukwa, M. Socha, A. Suwalska et al. · 0 citations