Kieran Chin-Cheong

11 papers A* 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings.
MLHC
Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, Julia E. Vogt
2024 J jnl
Automatic Classification of General Movements in Newborns.
CoRR
Daphné Chopard, Sonia Laguna, Kieran Chin-Cheong, Annika Dietz, Anna Badura, Sven Wellmann, Julia E. Vogt
2024 J jnl
Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.
Int. J. Comput. Vis.
Hanna Ragnarsdóttir, Ece Ozkan, Holger Michel, Kieran Chin-Cheong, Laura Manduchi, Sven Wellmann, Julia E. Vogt
2024 J jnl
Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis.
Medical Image Anal.
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
2023 J jnl
Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis.
CoRR
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
2022 A* conf
On the Limitations of Multimodal VAEs.
ICLR
Imant Daunhawer, Thomas M. Sutter, Kieran Chin-Cheong, Emanuele Palumbo, Julia E. Vogt
2021 J jnl
A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions.
J. Am. Medical Informatics Assoc.
Thomas M. Sutter, Jan A. Roth, Kieran Chin-Cheong, Balthasar L. Hug, Julia E. Vogt
2021 A* conf
Deep Conditional Gaussian Mixture Model for Constrained Clustering.
NeurIPS
Laura Manduchi, Kieran Chin-Cheong, Holger Michel, Sven Wellmann, Julia E. Vogt
2021 J jnl
Deep Conditional Gaussian Mixture Model for Constrained Clustering.
CoRR
Laura Manduchi, Kieran Chin-Cheong, Holger Michel, Sven Wellmann, Julia E. Vogt
2021 J jnl
On the Limitations of Multimodal VAEs.
CoRR
Imant Daunhawer, Thomas M. Sutter, Kieran Chin-Cheong, Emanuele Palumbo, Julia E. Vogt
2020 J jnl
Generation of Differentially Private Heterogeneous Electronic Health Records.
CoRR
Kieran Chin-Cheong, Thomas M. Sutter, Julia E. Vogt