39 citations · 39 across the 3 of their papers we have counts for
3 papers
Conformal Prediction for Privacy-Preserving Machine Learning
Alexander David Balinsky, Dominik Krzeminski, Alexander Balinsky
We investigate the integration of Conformal Prediction (CP) with supervised learning on deterministically encrypted data, aiming to bridge the gap between rigorous uncertainty quan…
Open source software for automatic subregional assessment of knee cartilage degradation using quantitative T2 relaxometry and deep learning
Kevin A. Thomas, Dominik Krzemiński, Łukasz Kidziński +7
Objective: We evaluate a fully-automated femoral cartilage segmentation model for measuring T2 relaxation values and longitudinal changes using multi-echo spin echo (MESE) MRI. We…
Recurrence Quantification Analysis of Dynamic Brain Networks
Marinho A. Lopes, Jiaxiang Zhang, Dominik Krzemiński +4
Evidence suggests that brain network dynamics is a key determinant of brain function and dysfunction. Here we propose a new framework to assess the dynamics of brain networks based…