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Works (7)

Predicting vital sign deviations during surgery from patient monitoring data: developing and validating single-stream deep learning models

British Journal of Anaesthesia
2024-10 | Journal article
DOI: 10.1016/j.bja.2024.06.030
Contributors: Alina Dubatovka; Christoph B. Nöthiger; Donat R. Spahn; Joachim M. Buhmann; Tadzio R. Roche; David W. Tscholl
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Crossref

Weakly supervised inference of personalized heart meshes based on echocardiography videos

Medical Image Analysis
2023-01 | Journal article
DOI: 10.1016/j.media.2022.102653
Contributors: Fabian Laumer; Mounir Amrani; Laura Manduchi; Ami Beuret; Lena Rubi; Alina Dubatovka; Christian M. Matter; Joachim M. Buhmann
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Crossref

Automatic Detection of Atrial Fibrillation from Single-Lead ECG Using Deep Learning of the Cardiac Cycle

BME Frontiers
2022-01 | Journal article
DOI: 10.34133/2022/9813062
Contributors: Alina Dubatovka; Joachim M. Buhmann
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Crossref

DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds

Proceedings of the Machine Learning for Health NeurIPS Workshop
2020 | Conference paper
URI:

https://proceedings.mlr.press/v136/laumer20a.html
Source: Self-asserted source
Alina Dubatovka

Initialization of ReLUs for Dynamical Isometry

Advances in Neural Information Processing Systems
2019 | Conference paper
URI:

https://proceedings.neurips.cc/paper/2019/file/d9731321ef4e063ebbee79298fa36f56-Paper.pdf
Source: Self-asserted source
Alina Dubatovka

What Do You Mean Exactly?

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval
2017-03-07 | Conference paper
DOI: 10.1145/3020165.3022149
Source: Self-asserted source
Alina Dubatovka

Algorithms for Extracting Mental Activity Phases from Heart Beat Rate Streams

Communications in Computer and Information Science
2016-06-21 | Conference paper
DOI: 10.1007/978-3-319-40180-5_8
Part of ISBN: 9783319401799
Part of ISBN: 9783319401805
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Contributors: Alina Dubatovka
Source: Self-asserted source
Alina Dubatovka
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