Alert button
Picture for Vince Istvan Madai

Vince Istvan Madai

Alert button

From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU

Apr 07, 2023
Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey

Figure 1 for From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU
Figure 2 for From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU
Figure 3 for From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU
Figure 4 for From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU
Viaarxiv icon

Generalisability of deep learning-based early warning in the intensive care unit: a retrospective empirical evaluation

Mar 27, 2023
Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey

Figure 1 for Generalisability of deep learning-based early warning in the intensive care unit: a retrospective empirical evaluation
Figure 2 for Generalisability of deep learning-based early warning in the intensive care unit: a retrospective empirical evaluation
Figure 3 for Generalisability of deep learning-based early warning in the intensive care unit: a retrospective empirical evaluation
Figure 4 for Generalisability of deep learning-based early warning in the intensive care unit: a retrospective empirical evaluation
Viaarxiv icon

On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking

Sep 13, 2020
Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai

Figure 1 for On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking
Figure 2 for On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking
Viaarxiv icon