most citedDALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images

97 citations · 99 across the 5 of their papers we have counts for

collaborators

5 papers

q-bio.NC2024

Diversity in the radiation-induced transcriptomic temporal response of mouse brain tissue regions

Karolina Kulis, Sarah Baatout, Kevin Tabury +2

A number of studies have indicated a potential association between prenatal exposure to radiation and late mental disabilities. This is believed to be due to long-term developmenta…

eess.IV202497 cited

DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images

Michael Götz, Christian Weber, Franciszek Binczyk +7

We propose a new method that employs transfer learning techniques to effectively correct sampling selection errors introduced by sparse annotations during supervised learning for a…

cs.CV2023

Combining low-dose CT-based radiomics and metabolomics for early lung cancer screening support

Joanna Zyla, Michal Marczyk, Wojciech Prazuch +9

Due to its predominantly asymptomatic or mildly symptomatic progression, lung cancer is often diagnosed in advanced stages, resulting in poorer survival rates for patients. As with…

eess.IV2023

BRONCO: Automated modelling of the bronchovascular bundle using the Computed Tomography Images

Wojciech Prażuch, Marek Socha, Anna Mrukwa +9

Segmentation of the bronchovascular bundle within the lung parenchyma is a key step for the proper analysis and planning of many pulmonary diseases. It might also be considered the…

stat.ML20232 cited

Isotopic envelope identification by analysis of the spatial distribution of components in MALDI-MSI data

Anna Glodek, Joanna Polańska, Marta Gawin

One of the significant steps in the process leading to the identification of proteins is mass spectrometry, which allows for obtaining information about the structure of proteins.…