Seyedmostafa Sheikhalishahi

5PUBLICATIONS
18CO-AUTHORS
Reinforcement learningDeep learningEpidemiological modellingContext learningDisease surveillance
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Publications (5)

|Aug 14, 2026
Cross-Silo Federated Learning for Predicting Successful Mechanical Ventilation Weaning Across 5 Intensive Care Unit Databases: Retrospective Database Analysis.

|May 04, 2026
Predicting blood transfusion after ICU admission in five databases: A comparison of three machine learning paradigms.

|Feb 08, 2024
Predicting Hypoxia Using Machine Learning: Systematic Review.

Lena Pigat, Benjamin P Geisler, Seyedmostafa Sheikhalishahi

|Jul 03, 2020
Benchmarking machine learning models on multi-centre eICU critical care dataset.

Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani

|May 09, 2019
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review.

Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T Dudley

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Frequent Collaborators

3 joint publications

Mathias Kaspar

2 joint publications

Venet Osmani

2 joint publications

Johanna Schwinn

2 joint publications

Ludwig Christian Hinske