Laura Manduchi
According to our database1,
Laura Manduchi
authored at least 22 papers
between 2019 and 2024.
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Bibliography
2024
Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.
Int. J. Comput. Vis., July, 2024
CoRR, 2024
CoRR, 2024
scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Dagstuhl Reports, February, 2023
Weakly supervised inference of personalized heart meshes based on echocardiography videos.
Medical Image Anal., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Interpretable Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models.
CoRR, 2022
CoRR, 2022
Proceedings of the Machine Learning for Healthcare Conference, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.
Proceedings of the Pattern Recognition, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
T-DPSOM: an interpretable clustering method for unsupervised learning of patient health states.
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
2020
DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds.
Proceedings of the Machine Learning for Health Workshop, 2020
2019
CoRR, 2019