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Yassine Nasser
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2020 – today
- 2025
- [j2]Tinhinane Mehdi, Yassine Nasser, Soraya Aloui, Rachid Jennane:
Deep learning based approach combining shape and texture features for knee osteoarthritis prediction from X-ray images. Biomed. Signal Process. Control. 101: 107172 (2025) - 2024
- [c6]Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane:
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment. EUSIPCO 2024: 1686-1690 - [c5]Yassine Nasser, Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane:
SWE-Net: Sliced-Wasserstein EfficientNet for Learning Discriminative Texture Features in Early Diagnosis of Knee Osteoarthritis. IPTA 2024: 1-6 - [i2]Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane:
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment. CoRR abs/2403.09947 (2024) - 2023
- [b1]Yassine Nasser:
Enhanced deep neural networks for early diagnosis of knee osteoarthritis. (Réseaux de neurones profonds améliorés pour le diagnostic précoce de la gonarthrose). University of Orléans, France, 2023 - [c4]Aymen Sekhri
, Mohamed Amine Kerkouri
Automatic diagnosis of knee osteoarthritis severity using Swin transformer. CBMI 2023: 41-47 - [c3]Tinhinane Mehdi, Yassine Nasser, Ahmad Almhdie, Soraya Aloui, Rachid Jennane:
Effects of Region of Interest Location on Osteoarthritis Detection Using Deep Feature Learning. IPTA 2023: 1-6 - [i1]Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane:
Automatic diagnosis of knee osteoarthritis severity using Swin transformer. CoRR abs/2307.04442 (2023) - 2022
- [c2]Yassine Nasser
Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. PRIME@MICCAI 2022: 126-136 - 2020
- [j1]Yassine Nasser
Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative. IEEE Trans. Medical Imaging 39(9): 2976-2984 (2020)
2010 – 2019
- 2017
- [c1]Yassine Nasser
Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier. ATSIP 2017: 1-5
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