Yusuf Brima

12 papers Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A systematic review of low-rank and local low-rank matrix approximation in big data medical imaging. Neural Comput. Appl. Sisipho Hamlomo, Marcellin Atemkeng, Yusuf Brima, Chuneeta Nunhokee, Jeremy Baxter
2025	J	`jnl`	Robustness and Scalability Of Machine Learning for Imbalanced Clinical Data in Emergency and Critical Care. CoRR Yusuf Brima, Marcellin Atemkeng
2024	J	`jnl`	Advancing Low-Rank and Local Low-Rank Matrix Approximation in Medical Imaging: A Systematic Literature Review and Future Directions. CoRR Sisipho Hamlomo, Marcellin Atemkeng, Yusuf Brima, Chuneeta Nunhokee, Jeremy Baxter
2024	J	`jnl`	Bridging the Gap: Exploring Interpretability in Deep Learning Models for Brain Tumor Detection and Diagnosis from MRI Images. Inf. Wandile Nhlapho, Marcellin Atemkeng, Yusuf Brima, Jean Claude Ndogmo
2024	—	`conf`	Learning Disentangled Audio Representations through Controlled Synthesis. Tiny Papers @ ICLR Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2024	J	`jnl`	Learning Disentangled Audio Representations through Controlled Synthesis. CoRR Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2024	J	`jnl`	Saliency-driven explainable deep learning in medical imaging: bridging visual explainability and statistical quantitative analysis. BioData Min. Yusuf Brima, Marcellin Atemkeng
2024	J	`jnl`	Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. Inf. Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2023	J	`jnl`	Learning Disentangled Speech Representations. CoRR Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2023	J	`jnl`	Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction. CoRR Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann
2022	J	`jnl`	What do Deep Neural Networks Learn in Medical Images? CoRR Yusuf Brima, Marcellin Atemkeng
2021	J	`jnl`	Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification. CoRR Yusuf Brima, Mossadek Hossain Kamal Tushar, Upama Kabir, Tariqul Islam