Hussain Ahmad Madni

According to our database, Hussain Ahmad Madni authored at least 12 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FsBAD: Data-efficient feature reconstruction for few-shot brain anomaly detection.

Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti

Pattern Recognit. Lett., 2026

Mitigating Data Scarcity in Cancer Classification With Synthetic Data.

Hussain Ahmad Madni, Hafsa Shujat, Silvia Zottin, Axel De Nardin, Gian Luca Foresti

IEEE Access, 2026

2025

Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels.

Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti

Int. J. Neural Syst., October, 2025

FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells.

Hussain Ahmad Madni, Rao Muhammad Umer, Silvia Zottin, Carsten Marr, Gian Luca Foresti

Int. J. Medical Informatics, 2025

2024

Robust Federated Learning for Heterogeneous Model and Data.

Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti

Int. J. Neural Syst., April, 2024

Exploiting data diversity in multi-domain federated learning.

Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti

Mach. Learn. Sci. Technol., 2024

2023

Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients.

Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti

Int. J. Neural Syst., August, 2023

Blockchain-Based Swarm Learning for the Mitigation of Gradient Leakage in Federated Learning.

Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti

IEEE Access, 2023

Federated Learning for Data and Model Heterogeneity in Medical Imaging.

Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

2021

A Review on Glaucoma Disease Detection Using Computerized Techniques.

Faizan Abdullah, Rakhshanda Imtiaz, Hussain Ahmad Madni, Haroon Ahmed Khan, Tariq Mahmood Khan, Mohammad A. U. Khan, Syed Saud Naqvi

IEEE Access, 2021

2017

Data mining techniques and applications - A decade review.

Hussain Ahmad Madni, Zahid Anwar, Munam Ali Shah

Proceedings of the 23rd International Conference on Automation and Computing, 2017

Performance Measurement of Energy Management Controller Using Heuristic Techniques.

Adnan Ahmed, Awais Manzoor, Asif Khan, Adnan Zeb, Hussain Ahmad Madni, Umar Qasim, Zahoor Ali Khan, Nadeem Javaid

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017