6 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Gdańsk Medical UniversityPL3 papers
- Silesian University of TechnologyPL3 papers
- Central Clinical HospitalPL2 papers
- Medical University of WarsawPL2 papers
- Yale Cancer CenterUS2 papers
- Collegium Medicum in BydgoszczPL1 paper
- Jagiellonian UniversityPL1 paper
- Medical University of BiałystokPL1 paper
- Nicolaus Copernicus UniversityPL1 paper
- Państwowa Wyższa Szkoła Zawodowa w RaciborzuPL1 paper
- The Maria Sklodowska-Curie National Research Institute of OncologyPL1 paper
- University of OpolePL1 paper
5 papers
Can Unsupervised Methods Outperform Supervised Deep Learning When Ground Truth Is Sparse? A Case Study of Bronchovascular Bundle Segmentation in Low-Dose CT
Anna Mrukwa, Marek Socha, Aleksandra Suwalska +9
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,…
Underestimation of lung regions on chest X-ray segmentation masks assessed by comparison with total lung volume evaluated on computed tomography
Przemysław Bombiński, Patryk Szatkowski, Bartłomiej Sobieski +6
Lung mask creation lacks well-defined criteria and standardized guidelines, leading to a high degree of subjectivity between annotators. In this study, we assess the underestimatio…
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis
Wojciech Prazuch, Aleksandra Suwalska, Marek Socha +19
Due to the large accumulation of patients requiring hospitalization, the COVID-19 pandemic disease caused a high overload of health systems, even in developed countries. Deep learn…
Classification supporting COVID-19 diagnostics based on patient survey data
Joanna Henzel, Joanna Tobiasz, Michał Kozielski +11
Distinguishing COVID-19 from other flu-like illnesses can be difficult due to ambiguous symptoms and still an initial experience of doctors. Whereas, it is crucial to filter out th…
Effective diffusion rates and cross-correlation analysis of "acid growth" data
Mariusz Pietruszka, Aleksandra Haduch-Sendecka
We investigated the growth-temperature relationship in plants using a quantitative perspective of a recently derived growth functional. We showed that auxin-induced growth is achie…