Hussain Ahmad Madni

13 papers Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
FsBAD: Data-efficient feature reconstruction for few-shot brain anomaly detection.
Pattern Recognit. Lett.
Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti
2026 J jnl
Mitigating Data Scarcity in Cancer Classification With Synthetic Data.
IEEE Access
Hussain Ahmad Madni, Hafsa Shujat, Silvia Zottin, Axel De Nardin, Gian Luca Foresti
2025 J jnl
FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells.
Int. J. Medical Informatics
Hussain Ahmad Madni, Rao Muhammad Umer, Silvia Zottin, Carsten Marr, Gian Luca Foresti
2025 J jnl
Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels.
Int. J. Neural Syst.
Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti
2024 J jnl
Exploiting data diversity in multi-domain federated learning.
Mach. Learn. Sci. Technol.
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2024 J jnl
Robust Federated Learning for Heterogeneous Model and Data.
Int. J. Neural Syst.
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 J jnl
Blockchain-Based Swarm Learning for the Mitigation of Gradient Leakage in Federated Learning.
IEEE Access
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 — conf
Federated Learning for Data and Model Heterogeneity in Medical Imaging.
ICIAP Workshops (2)
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 J jnl
Federated Learning for Data and Model Heterogeneity in Medical Imaging.
CoRR
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 J jnl
Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients.
Int. J. Neural Syst.
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2021 J jnl
A Review on Glaucoma Disease Detection Using Computerized Techniques.
IEEE Access
Faizan Abdullah, Rakhshanda Imtiaz, Hussain Ahmad Madni, Haroon Ahmed Khan, Tariq Mahmood Khan, Mohammad A. U. Khan, Syed Saud Naqvi
2017 — conf
Data mining techniques and applications - A decade review.
ICAC
Hussain Ahmad Madni, Zahid Anwar, Munam Ali Shah
2017 Misc conf
Performance Measurement of Energy Management Controller Using Heuristic Techniques.
CISIS
Adnan Ahmed, Awais Manzoor, Asif Khan, Adnan Zeb, Hussain Ahmad Madni, Umar Qasim, Zahoor Ali Khan, Nadeem Javaid