Yassine Nasser

13 papers C 1Misc 1Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
A Graph-Driven Approach to Knee Osteoarthritis Severity Classification.
EUSIPCO
Marouane Tliba, Yassine Nasser, Mohamed Amine Kerkouri, Aladine Chetouani, Rachid Jennane
2025 J jnl
Deep learning based approach combining shape and texture features for knee osteoarthritis prediction from X-ray images.
Biomed. Signal Process. Control.
Tinhinane Mehdi, Yassine Nasser, Soraya Aloui, Rachid Jennane
2025 J jnl
Morphology-Aware KOA Classification: Integrating Graph Priors with Vision Models.
CoRR
Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Nour Aburaed, Aladine Chetouani, Ulas Bagci, Rachid Jennane
2024 — conf
SWE-Net: Sliced-Wasserstein EfficientNet for Learning Discriminative Texture Features in Early Diagnosis of Knee Osteoarthritis.
IPTA
Yassine Nasser, Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane
2024 — conf
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment.
EUSIPCO
Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane
2024 J jnl
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment.
CoRR
Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane
2023 C conf
Automatic diagnosis of knee osteoarthritis severity using Swin transformer.
CBMI
Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani, Marouane Tliba, Yassine Nasser, Rachid Jennane, Alessandro Bruno
2023 J jnl
Automatic diagnosis of knee osteoarthritis severity using Swin transformer.
CoRR
Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane
2023 — conf
Effects of Region of Interest Location on Osteoarthritis Detection Using Deep Feature Learning.
IPTA
Tinhinane Mehdi, Yassine Nasser, Ahmad Almhdie, Soraya Aloui, Rachid Jennane
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
2022 — conf
Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage.
PRIME@MICCAI
Yassine Nasser, Mohammed El Hassouni, Rachid Jennane
2020 J jnl
Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative.
IEEE Trans. Medical Imaging
Yassine Nasser, Rachid Jennane, Aladine Chetouani, Eric Lespessailles, Mohammed El Hassouni
2017 Misc conf
Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier.
ATSIP
Yassine Nasser, Mohammed El Hassouni, Abdelbasset Brahim, Hechmi Toumi, Eric Lespessailles, Rachid Jennane