Ahmed Hallawa

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 · 133 citations · Full text

Health Professions, Respiratory Therapy, Critical Care Medicine +16

Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

Dominik Šišejković, Farhad Merchant, Lennart M. Reimann et al. · ACM Journal on Emerging Technologies in Computing Systems · 2021 · 84 citations · Full text

Computing, Computer Engineering, Computer Science +14

Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning

Mahdi Barhoush, Ahmed Hallawa, Arne Peine et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2022 · 22 citations

Computing, Computational Engineering, Acoustics +16

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

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

Computing, Computer Science, Health Informatics +12

Speaker identification and localization using shuffled MFCC features and deep learning

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink · International Journal of Speech Technology · 2023 · 17 citations · Full text

Computing, Data Science, Feature Engineering +16