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Plos One
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July 3, 2020
Benchmarking machine learning models on multi-centre eICU critical care dataset
Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani
Artificial Intelligence in Medicine
|
October 2, 2023
An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care
Seyedmostafa Sheikhalishahi, Anirban Bhattacharyya, Leo Anthony Celi, et al.
Environmental Monitoring and Assessment
|
January 31, 2020
Monitoring and detecting faults in wastewater treatment plants using deep learning
Behrooz Mamandipoor, Mahshid Majd, Seyedmostafa Sheikhalishahi, et al.
Studies in Health Technology and Informatics
|
May 23, 2026
Federated Propensity Score Matching for Bias Correction in ICU
Seyedmostafa Sheikhalishahi, Johanna Schwinn, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
May 17, 2025
Federated Learning for Predictive Analytics in Weaning from Mechanical Ventilation
Seyedmostafa Sheikhalishahi, Johanna Schwinn, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
May 17, 2025
A Federated Learning Model for the Prediction of Blood Transfusion in Intensive Care Units
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
August 23, 2024
A Comparative Analysis of Federated and Centralized Learning for SpO2 Prediction in Five Critical Care Databases
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
September 5, 2024
Simplifying Multiparty Computation: A Client-Driven Metaprotocol for Federated Secure Computing
Johanna Schwinn, Hendrik Ballhausen, Seyedmostafa Sheikhalishahi, et al.
Studies in Health Technology and Informatics
|
May 23, 2026
What Is My Data Capable of? Using Performance Limits to Assess Data Quality
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, et al.
JMIR Medical Informatics
|
May 9, 2019
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T Dudley, et al.
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Search research articles
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Showing results (1-10 of 19) with videos related to
Sort By:
Page
of 2
Plos One
|
July 3, 2020
Benchmarking machine learning models on multi-centre eICU critical care dataset
Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani
Artificial Intelligence in Medicine
|
October 2, 2023
An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care
Seyedmostafa Sheikhalishahi, Anirban Bhattacharyya, Leo Anthony Celi, et al.
Environmental Monitoring and Assessment
|
January 31, 2020
Monitoring and detecting faults in wastewater treatment plants using deep learning
Behrooz Mamandipoor, Mahshid Majd, Seyedmostafa Sheikhalishahi, et al.
Studies in Health Technology and Informatics
|
May 23, 2026
Federated Propensity Score Matching for Bias Correction in ICU
Seyedmostafa Sheikhalishahi, Johanna Schwinn, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
May 17, 2025
Federated Learning for Predictive Analytics in Weaning from Mechanical Ventilation
Seyedmostafa Sheikhalishahi, Johanna Schwinn, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
May 17, 2025
A Federated Learning Model for the Prediction of Blood Transfusion in Intensive Care Units
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
August 23, 2024
A Comparative Analysis of Federated and Centralized Learning for SpO2 Prediction in Five Critical Care Databases
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, et al.
Studies in Health Technology and Informatics
|
September 5, 2024
Simplifying Multiparty Computation: A Client-Driven Metaprotocol for Federated Secure Computing
Johanna Schwinn, Hendrik Ballhausen, Seyedmostafa Sheikhalishahi, et al.
Studies in Health Technology and Informatics
|
May 23, 2026
What Is My Data Capable of? Using Performance Limits to Assess Data Quality
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart, et al.
JMIR Medical Informatics
|
May 9, 2019
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T Dudley, et al.
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of 2