Ahmed Hallawa

4PUBLICATIONS
14CO-AUTHORS
Information systems organisation and managementDeep learningReinforcement learningInformation systems development methodologies and practice
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Publications (4)

|Nov 28, 2023
Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study.

Arne Peine, Maike Gronholz, Katharina Seidl-Rathkopf

|Aug 24, 2022
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study.

Ahmad Ayad, Ahmed Hallawa, Arne Peine

|Feb 20, 2021
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.

Arne Peine, Ahmed Hallawa, Johannes Bickenbach

|Oct 12, 2019
A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study.

Arne Peine, Ahmed Hallawa, Oliver Schöffski

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Frequent Collaborators

4 joint publications

Lukas Martin

3 joint publications

Arne Peine

3 joint publications

Anke Schmeink

3 joint publications

Gernot Marx