Search Results for author: Lisa Herzog

Found 2 papers, 2 papers with code

Deep and interpretable regression models for ordinal outcomes

1 code implementation16 Oct 2020 Lucas Kook, Lisa Herzog, Torsten Hothorn, Oliver Dürr, Beate Sick

We present ordinal neural network transformation models (ONTRAMs), which unite DL with classical ordinal regression approaches.

Image Classification regression

Integrating uncertainty in deep neural networks for MRI based stroke analysis

2 code implementations13 Aug 2020 Lisa Herzog, Elvis Murina, Oliver Dürr, Susanne Wegener, Beate Sick

For patient-level diagnoses, different aggregation methods are proposed and evaluated, which combine the single image-level predictions.

Cannot find the paper you are looking for? You can Submit a new open access paper.