Radiopaths: Deep Multimodal Analysis on Chest Radiographs. - Mohammad Kohankhaki; Ahmad Ayad; Mahdi Barhoush; Bastian Leibe; Anke Schmeink (IEEE Big Data, 2022)

Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison. - Mahdi Barhoush; Ahmed Ayad; Anke Schmeink (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2022)

On Using Meta-Learning to Overcome Challenges in Speaker Localization. - Mahdi Barhoush; Ahmed Hallawa; Anke Schmeink (EUROCON, 2023)

Detecting Data Poisoning in Split Learning Using Intraclass- Distance Inflated Loss. - Mohammad Kohankhaki; Ahmad Ayad; Mahdi Barhoush; Anke Schmeink (GLOBECOM (Workshops), 2023)

Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM. - Ahmad Ayad; Mahdi Barhoush; Benedikt Völker; Steffen Leonhardt; Anke Schmeink (ICMLA, 2023)

Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications. - Mahdi Barhoush; Ahmad Ayad; Anke Schmeink (ISADS, 2023)

Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning. - Mahdi Barhoush; Ahmed Hallawa; Arne Peine; Lukas Martin; Anke Schmeink (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Using machine learning in the medical field: speaker signal processing and distributed learning systems. - Mahdi Barhoush (2023)

Speaker identification and localization using shuffled MFCC features and deep learning. - Mahdi Barhoush; Ahmed Hallawa; Anke Schmeink (Int. J. Speech Technol., 2023)

An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning. - Ahmad Ayad; Mahdi Barhoush; Marian Frei; Benedikt Völker; Anke Schmeink (IEEE J. Biomed. Health Informatics, 2023)

Communication-efficient Decentralised Federated Learning via Low Huffman-coded Delta Quantization Scheme. - Mahdi Barhoush; Ahmad Ayad; Mohammad Kohankhaki; Anke Schmeink (IWCMC, 2024)

Parallel Split Learning with Global Sampling. - Mohammad Kohankhaki; Ahmad Ayad; Mahdi Barhoush; Anke Schmeink (CoRR, 2024)