Yassine Nasser

According to our database, Yassine Nasser authored at least 9 papers between 2017 and 2025.

Collaborative distances:

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

2025

Deep learning based approach combining shape and texture features for knee osteoarthritis prediction from X-ray images.

Tinhinane Mehdi, Yassine Nasser, Soraya Aloui, Rachid Jennane

Biomed. Signal Process. Control., 2025

2024

SWE-Net: Sliced-Wasserstein EfficientNet for Learning Discriminative Texture Features in Early Diagnosis of Knee Osteoarthritis.

Yassine Nasser, Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment.

Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Enhanced deep neural networks for early diagnosis of knee osteoarthritis. (Réseaux de neurones profonds améliorés pour le diagnostic précoce de la gonarthrose).

Yassine Nasser

PhD thesis, 2023

Effects of Region of Interest Location on Osteoarthritis Detection Using Deep Feature Learning.

Tinhinane Mehdi, Yassine Nasser, Ahmad Almhdie, Soraya Aloui, Rachid Jennane

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

Automatic diagnosis of knee osteoarthritis severity using Swin transformer.

Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani, Marouane Tliba, Yassine Nasser, Rachid Jennane, Alessandro Bruno

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage.

Yassine Nasser, Mohammed El Hassouni, Rachid Jennane

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

2020

Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative.

Yassine Nasser, Rachid Jennane, Aladine Chetouani, Eric Lespessailles, Mohammed El Hassouni

IEEE Trans. Medical Imaging, 2020

2017

Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier.

Yassine Nasser, Mohammed El Hassouni, Abdelbasset Brahim, Hechmi Toumi, Eric Lespessailles, Rachid Jennane

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017