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Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.

, , , , , , and . Int. J. Comput. Vis., 132 (7): 2567-2584 (July 2024)

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Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence., , and . NeurIPS, (2020)On the Limitations of Multimodal VAEs., , , , and . ICLR, OpenReview.net, (2022)On the Identifiability and Estimation of Causal Location-Scale Noise Models., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 14316-14332. PMLR, (2023)Differentiable Random Partition Models., , , and . CoRR, (2023)Bayesian Clustering for HIV1 Protease Inhibitor Contact Maps., and . AIME, volume 11526 of Lecture Notes in Computer Science, page 281-285. Springer, (2019)Learning Medical Risk Scores for Pediatric Appendicitis., , , , , and . ICMLA, page 1507-1512. IEEE, (2021)Unsupervised Structure Detection in Biomedical Data.. IEEE ACM Trans. Comput. Biol. Bioinform., 12 (4): 753-760 (2015)PET-Guided Attention Network for Segmentation of Lung Tumors from PET/CT Images., , , , , and . GCPR, volume 12544 of Lecture Notes in Computer Science, page 445-458. Springer, (2020)What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks., and . CHI Extended Abstracts, page 370:1-370:8. ACM, (2024)How robust is unsupervised representation learning to distribution shift?, , , , and . ICLR, OpenReview.net, (2023)