Lejla Begic Fazlic

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

Arne Peine, Ahmed Hallawa, Johannes Bickenbach et al. · npj Digital Medicine · 2021 · 127 citations · Full text

A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines

Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink et al. · 2019 · 21 citations

Engineering, Diagnosis, Medical Guidelines +17

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 et al. · JMIR Medical Informatics · 2019 · 14 citations · Full text

GA-ANFIS Expert System Prototype for Prediction of Dermatological Diseases

Lejla Begic Fazlic, Korana Avdagic, Samir Omanović · Studies in health technology and informatics · 2015 · 12 citations

Engineering, Intelligent Diagnostics, Biometrics +22

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 et al. · JMIR Medical Informatics · 2022 · 11 citations · Full text