Predicting Hypoxia Using Machine Learning: Systematic Review
Pigat, Lena, Geisler, Benjamin P, Sheikhalishahi, Seyedmostafa, Sander, Julia, Kaspar, Mathias, Schmutz, Maximilian, Rohr, Sven Olaf, Wild, Carl Mathis, Goss, Sebastian, Zaghdoudi, Sarra, Hinske, Ludwig Christian
Published in JMIR medical informatics (02.02.2024)
Published in JMIR medical informatics (02.02.2024)
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Journal Article
Predicting Successful Weaning from Mechanical Ventilation by Reduction in Positive End-expiratory Pressure Level Using Machine Learning
Sheikhalishahi, Seyedmostafa, Kaspar, Mathias, Zaghdoudi, Sarra, Sander, Julia, Simon, Philipp, Geisler, Benjamin P, Lange, Dorothea, Hinske, Ludwig Christian
Published in PLOS digital health (01.03.2024)
Published in PLOS digital health (01.03.2024)
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Journal Article
An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care
Sheikhalishahi, Seyedmostafa, Bhattacharyya, Anirban, Celi, Leo Anthony, Osmani, Venet
Published in Artificial intelligence in medicine (01.10.2023)
Published in Artificial intelligence in medicine (01.10.2023)
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Journal Article
Prediction of blood transfusion in intensive care patients after surgery
Sheikhalishahi, Seyedmostafa, Kaspar, Mathias, Goss, Sebastian, Schwinn, Johanna, Hinske, Ludwig Christian
Published in Journal of critical care (01.06.2024)
Published in Journal of critical care (01.06.2024)
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Journal Article
Predicting Successful Weaning from Mechanical Ventilation by Reduction in Positive End-expiratory Pressure Level Using Machine Learning
Seyedmostafa Sheikhalishahi, Mathias Kaspar, Sarra Zaghdoudi, Julia Sander, Philipp Simon, Benjamin P. Geisler, Dorothea Lange, Ludwig Christian Hinske
Published in PLOS digital health (01.03.2024)
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Published in PLOS digital health (01.03.2024)
Journal Article
Delirium prediction in the ICU: designing a screening tool for preventive interventions
Bhattacharyya, Anirban, Sheikhalishahi, Seyedmostafa, Torbic, Heather, Yeung, Wesley, Wang, Tiffany, Birst, Jennifer, Duggal, Abhijit, Celi, Leo Anthony, Osmani, Venet
Published in JAMIA open (01.07.2022)
Published in JAMIA open (01.07.2022)
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Benchmarking machine learning models on multi-centre eICU critical care dataset
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Journal Article
Simplifying Multiparty Computation: A Client-Driven Metaprotocol for Federated Secure Computing
Schwinn, Johanna, Ballhausen, Hendrik, Sheikhalishahi, Seyedmostafa, Morhart, Matthaeus, Kaspar, Mathias, Hinske, Ludwig Christian
Published in Studies in health technology and informatics (30.08.2024)
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Published in Studies in health technology and informatics (30.08.2024)
Journal Article
A Comparative Analysis of Federated and Centralized Learning for SpO2 Prediction in Five Critical Care Databases
Schwinn, Johanna, Sheikhalishahi, Seyedmostafa, Morhart, Matthaeus, Kaspar, Mathias, Hinske, Ludwig Christian
Published in Studies in health technology and informatics (22.08.2024)
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Published in Studies in health technology and informatics (22.08.2024)
Journal Article
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
Sheikhalishahi, Seyedmostafa, Miotto, Riccardo, Dudley, Joel T, Lavelli, Alberto, Rinaldi, Fabio, Osmani, Venet
Published in arXiv.org (15.08.2019)
Published in arXiv.org (15.08.2019)
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