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 · 127 citations · Full text

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 · 80 citations · Full text

Hardware Trojan, Engineering, Machine Learning +19

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

Engineering, Machine Learning, Speech Enhancement +19

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

Morphological evolution for pipe inspection using Robot Operating System (ROS)

Ahmed Hallawa, Giovanni Iacca, Cagatay Sariman et al. · Materials and Manufacturing Processes · 2020 · 16 citations · Full text