Federated learning in healthcare: Recent progress and challenges.

Mohammed Mounir Bouhamed https://orcid.org/0000-0002-4171-8604

Amara Miloudi Abdelkader Laouid Ahcène Bounceur Mostefa Kara Mohammed Mounir Bouhamed Mohammad Hamoudeh Insaf Kraidia Federated learning in healthcare: Recent progress and challenges. 110924 2026 131 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2025.110924 db/journals/cee/cee131.html#MiloudiLBKBHK26 streams/journals/cee

Selsabil Ines Bouhidel Mohammed Mounir Bouhamed Gregorio Díaz 0001 Nabil Belala A requirement-driven method for process mining based on model-driven engineering. 104108 2026 97 Comput. Stand. Interfaces https://doi.org/10.1016/j.csi.2025.104108 db/journals/csi/csi97.html#BouhidelBDB26 streams/journals/csi

Yahiaoui Mohammed Elbachir Derdour Makhlouf Mohamed Gasmi Mohammed Mounir Bouhamed Kouzou Abdellah Federated Learning for Multi-institutional on 3D Brain Tumor Segmentation. 1-8 2024 PAIS https://doi.org/10.1109/PAIS62114.2024.10541292 conf/pais/2024 db/conf/pais/pais2024.html#ElbachirMGBA24 Fatima Haloua Messaoud Abbas Rachid Djerbi Mohammed Mounir Bouhamed Formal Modelling and Implementation of Clark-Wilson Security Policy with FoCaLiZe. 1-5 2024 PAIS https://doi.org/10.1109/PAIS62114.2024.10541223 conf/pais/2024 db/conf/pais/pais2024.html#HalouaADB24 Zina Oudina Makhlouf Derdour Ahmed Dib Mohammed Mounir Bouhamed Empirical Analysis of the Security Threats and Risks that Drones Face, Represent, and Mitigation. 1-8 2024 PAIS https://doi.org/10.1109/PAIS62114.2024.10541193 conf/pais/2024 db/conf/pais/pais2024.html#OudinaDDB24 Messaoud Abbas Makhlouf Derdour Mohammed Mounir Bouhamed Saci Medileh Abdelkamel Ben Ali Nassira Ghoualmi-Zine 6th International Conference on Pattern Analysis and Intelligent Systems, PAIS 2024, El Oued, Algeria, April 24-25, 2024 PAIS IEEE 2024 979-8-3503-5026-5 https://doi.org/10.1109/PAIS62114.2024 db/conf/pais/pais2024.html

Rofaida Khemaissia Makhlouf Derdour Mohamed Amine Ferrag Mohammed Mounir Bouhamed PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition. 2023 47 Informatica (Slovenia) 8 https://doi.org/10.31449/inf.v47i9.5081 db/journals/informaticaSI/informaticaSI47.html#KhemaissiaDFB23

Mohammed Mounir Bouhamed Allaoua Chaoui Radouane Nouara Gregorio Díaz 0001 Abderraouf Dembri Reducing the number of migrated instances during business process change: A graph rewriting approach. 7720-7734 2022 34 J. King Saud Univ. Comput. Inf. Sci. 9 https://doi.org/10.1016/j.jksuci.2022.06.013 db/journals/jksucis/jksucis34.html#BouhamedCNDD22

Abdennour Boulesnane Yaakoub Saidi Oussama Kamel Mohammed Mounir Bouhamed Rostom Mennour DZchatbot: A Medical Assistant Chatbot in the Algerian Arabic Dialect using Seq2Seq Model. 1-8 2022 PAIS https://doi.org/10.1109/PAIS56586.2022.9946867 conf/pais/2022 db/conf/pais/pais2022.html#BoulesnaneSKBM22 Sourour Maalem Mohammed Mounir Bouhamed Mohamed Gasmi A deep-based compound model for lung cancer detection. 1-4 2022 PAIS https://doi.org/10.1109/PAIS56586.2022.9946875 conf/pais/2022 db/conf/pais/pais2022.html#MaalemBG22 Zina Oudina Makhlouf Derdour Mohammed Mounir Bouhamed Testing Cyber-Physical Production System: Test Methods Categorization and dataset. 1-8 2022 PAIS https://doi.org/10.1109/PAIS56586.2022.9946868 conf/pais/2022 db/conf/pais/pais2022.html#OudinaDB22 Messaoud Abbas Kouzou Abdellah Abdelkamel Ben Ali Nabil Belala Selsabil Ines Bouhidel Abdennour Boulesnane Ahcène Bounceur Allaoua Chaoui Abderraouf Dembri Makhlouf DerdourDerdour Makhlouf Gregorio Díaz 0001 Ahmed Dib Rachid Djerbi Yahiaoui Mohammed Elbachir Mohamed Amine Ferrag Mohamed Gasmi Nassira Ghoualmi-Zine Fatima Haloua Mohammad Hamoudeh Oussama Kamel Mostefa Kara Rofaida Khemaissia Insaf Kraidia Abdelkader Laouid Sourour Maalem Saci Medileh Rostom Mennour Amara Miloudi Radouane Nouara Zina Oudina Yaakoub Saidi