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Sven Wellmann
2020 – today
- 2024
- [j2]Hanna Ragnarsdóttir, Ece Ozkan
, Holger Michel, Kieran Chin-Cheong, Laura Manduchi, Sven Wellmann
, Julia E. Vogt
:
Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms. Int. J. Comput. Vis. 132(7): 2567-2584 (2024) - [j1]Ricards Marcinkevics
, Patricia Reis Wolfertstetter
, Ugne Klimiene, Kieran Chin-Cheong
, Alyssia Paschke, Julia Zerres, Markus Denzinger
, David Niederberger, Sven Wellmann
, Ece Ozkan
, Christian Knorr, Julia E. Vogt
:
Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis. Medical Image Anal. 91: 103042 (2024) - [i5]Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, Julia E. Vogt:
Automatic Classification of General Movements in Newborns. CoRR abs/2411.09821 (2024) - 2023
- [i4]Ricards Marcinkevics
, Patricia Reis Wolfertstetter, Ugne Klimiene, Ece Ozkan
, Kieran Chin-Cheong, Alyssia Paschke, Julia Zerres, Markus Denzinger, David Niederberger, Sven Wellmann, Christian Knorr, Julia E. Vogt
:
Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis. CoRR abs/2302.14460 (2023) - 2022
- [c4]Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer
, Sven Wellmann
, Ece Ozkan
, Julia E. Vogt
:
Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms. GCPR 2022: 529-542 - [c3]Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt:
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models. MLHC 2022: 425-458 - [i3]Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, Julia E. Vogt
:
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms. CoRR abs/2203.13038 (2022) - [i2]Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt
:
Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models. CoRR abs/2206.15316 (2022) - 2021
- [c2]Pedro Roig Aparicio, Ricards Marcinkevics
, Patricia Reis Wolfertstetter, Sven Wellmann, Christian Knorr, Julia E. Vogt
:
Learning Medical Risk Scores for Pediatric Appendicitis. ICMLA 2021: 1507-1512 - [c1]Laura Manduchi, Kieran Chin-Cheong, Holger Michel, Sven Wellmann, Julia E. Vogt:
Deep Conditional Gaussian Mixture Model for Constrained Clustering. NeurIPS 2021: 11303-11314 - [i1]Laura Manduchi, Kieran Chin-Cheong, Holger Michel, Sven Wellmann, Julia E. Vogt:
Deep Conditional Gaussian Mixture Model for Constrained Clustering. CoRR abs/2106.06385 (2021)
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last updated on 2025-01-20 22:43 CET by the dblp team
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