35 citations · 48 across the 9 of their papers we have counts for
4 papers · 1 filter
pyAKI -- An Open Source Solution to Automated KDIGO classification
Christian Porschen, Jan Ernsting, Paul Brauckmann +8
Acute Kidney Injury (AKI) is a frequent complication in critically ill patients, affecting up to 50% of patients in the intensive care units. The lack of standardized and open-sour…
From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling
Jan Ernsting, Nils R. Winter, Ramona Leenings +13
The brain-age gap is one of the most investigated risk markers for brain changes across disorders. While the field is progressing towards large-scale models, recently incorporating…
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling
Tim Hahn, Jan Ernsting, Nils R. Winter +31
The deviation between chronological age and age predicted from neuroimaging data has been identified as a sensitive risk-marker of cross-disorder brain changes, growing into a corn…
PHOTONAI -- A Python API for Rapid Machine Learning Model Development
Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz +12
PHOTONAI is a high-level Python API designed to simplify and accelerate machine learning model development. It functions as a unifying framework allowing the user to easily access…