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Yusuf Brima
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Year
Transfer learning for the detection and diagnosis of types of pneumonia including pneumonia induced by COVID-19 from chest X-ray images
Y Brima, M Atemkeng, S Tankio Djiokap, J Ebiele, F Tchakounté
Diagnostics 11 (8), 1480, 2021
272021
Deep transfer learning for brain magnetic resonance image multi-class classification
Y Brima, MHK Tushar, U Kabir, T Islam
arXiv preprint arXiv:2106.07333, 2021
42021
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images
Y Brima, M Atemkeng
arXiv preprint arXiv:2208.00953, 2023
22023
What do Deep Neural Networks Learn in Medical Images?
Y Brima, M Atemkeng
arXiv preprint arXiv:2208.00953, 2022
22022
Learning Disentangled Audio Representations through Controlled Synthesis
Y Brima, U Krumnack, S Pika, G Heidemann
arXiv preprint arXiv:2402.10547, 2024
12024
Bridging the Gap: Exploring Interpretability in Deep Learning Models for Brain Tumor Detection and Diagnosis from MRI Images
W Nhlapho, M Atemkeng, Y Brima, JC Ndogmo
Information 15 (4), 182, 2024
2024
Advancing Low-Rank and Local Low-Rank Matrix Approximation in Medical Imaging: A Systematic Literature Review and Future Directions
S Hamlomo, M Atemkeng, Y Brima, C Nunhokee, J Baxter
arXiv preprint arXiv:2402.14045, 2024
2024
Bridging the Gap: Exploring Interpretability in Deep Learning Models for Brain Tumor Classification from MRI Images
W Nhlapho, M Atemkeng, Y Brima, JC Ndogmo
Preprints, 2024
2024
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction
Y Brima, U Krumnack, S Pika, G Heidemann
Information 15 (2), 114, 2024
2024
Learning Disentangled Speech Representations
Y Brima, U Krumnack, S Pika, G Heidemann
arXiv preprint arXiv:2311.03389, 2023
2023
A Mathematical Framework for Understanding Recognition Systems
Y Brima
bioRxiv, 2023.06. 08.544240, 2023
2023
Self-Supervised Learning of Speech Representation via Redundancy Reduction
Y Brima
Gesellschaft für Informatik eV, 2023
2023
Individual Recognition in Wild Chimpanzees and Beyond: Supervised Representation Learning
Y Brima, L Southern, U Krumnack, G Heidemann, S Pika
Available at SSRN 4520570, 2023
2023
A Mathematical Framework for Understanding Biological Recognition Systems
Y Brima
2023
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