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2020 – today
- 2025
[j37]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
- [j36]Mohamed Berrimi, Didier Hans, Rachid Jennane
:
A semi-supervised multiview-MRI network for the detection of Knee Osteoarthritis. Comput. Medical Imaging Graph. 114: 102371 (2024) - [j35]Zhe Wang, Aladine Chetouani, Mohamed Jarraya, Didier Hans, Rachid Jennane:
Transformer with Selective Shuffled Position Embedding and key-patch exchange strategy for early detection of Knee Osteoarthritis. Expert Syst. Appl. 255: 124614 (2024) - [j34]Rania Sefti, Driss Sbibih, Rachid Jennane:
A CNN-based spline active surface method with an after-balancing step for 3D medical image segmentation. Math. Comput. Simul. 225: 607-618 (2024) - [c48]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 - [c47]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 - [c46]Ricardo T. Fares, Ana Catarina M. Vicentim, Leonardo F. S. Scabini, Kallil M. C. Zielinski, Rachid Jennane, Odemir M. Bruno, Lucas Correia Ribas:
Randomized Encoding Ensemble: A New Approach for Texture Representation. IWSSIP 2024: 1-8 - [i7]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) - [i6]Zhe Wang, Aladine Chetouani, Rachid Jennane, Yuhua Ru, Wasim Issa, Mohamed Jarraya:
Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis. CoRR abs/2408.00891 (2024) - [i5]Zhe Wang, Rachid Jennane, Aladine Chetouani, Yung Hsin Chen, Fabian Bauer, Mohamed Jarraya:
A Diffusion-based Xray2MRI Model: Generating Pseudo-MRI Volumes From one Single X-ray. CoRR abs/2410.06997 (2024) - 2023
- [j33]Ouardia Bouzeboudja, Boualem Haddad, Abdelmalek Taleb-Ahmed, Soltane Ameur, Mohammed El Hassouni, Rachid Jennane:
Multifractal analysis for improved osteoporosis classification. Biomed. Signal Process. Control. 80(Part): 104225 (2023) - [c45]Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani, Marouane Tliba, Yassine Nasser, Rachid Jennane, Alessandro Bruno:
Automatic diagnosis of knee osteoarthritis severity using Swin transformer. CBMI 2023: 41-47 - [c44]Zhe Wang, Aladine Chetouani, Rachid Jennane:
Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis. CBMI 2023: 261-264 - [c43]Mohamed Berrimi, Mourad Oussalah, Rachid Jennane:
A 3D Deep Learning Approach for Meniscus Tear Severity at the Region-level. IPTA 2023: 1-6 - [c42]Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane:
Blind Image Separation Using Composite Criteria based on Statistical Information and Sparse Representation. IPTA 2023: 1-6 - [c41]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 - [c40]Zhe Wang, Aladine Chetouani, Rachid Jennane:
A Siamese-based Network for the Detection of Osteopenia in Paediatric Digital X-rays of the Wrist. ISBI 2023: 1-4 - [i4]Zhe Wang, Aladine Chetouani, Rachid Jennane:
Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee OsteoArthritis Classification. CoRR abs/2302.13336 (2023) - [i3]Zhe Wang, Aladine Chetouani, Rachid Jennane:
A Confident Labelling Strategy Based on Deep Learning for Improving Early Detection of Knee OsteoArthritis. CoRR abs/2303.13203 (2023) - [i2]Zhe Wang, Aladine Chetouani, Rachid Jennane:
Transformer with Selective Shuffled Position Embedding using ROI-Exchange Strategy for Early Detection of Knee Osteoarthritis. CoRR abs/2304.08364 (2023) - [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
- [j32]Lucas Correia Ribas, Rabia Riad, Rachid Jennane, Odemir M. Bruno:
A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative. Biomed. Signal Process. Control. 71(Part): 103133 (2022) - [j31]Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni:
An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity. Soft Comput. 26(10): 4701-4711 (2022) - [c39]Zhe Wang, Aladine Chetouani, Didier Hans, Eric Lespessailles, Rachid Jennane:
Siamese-Gap Network for Early Detection of Knee Osteoarthritis. ISBI 2022: 1-4 - [c38]Elie Maliha, Anthony Khawaja, Hechmi Toumi, Rachid Jennane, Antonio Pinti, Rawad El Hage:
Bone Health Parameters in Young Adult Female Handball Players. IWBBIO (1) 2022: 90-107 - [c37]Yassine Nasser, Mohammed El Hassouni, Rachid Jennane:
Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. PRIME@MICCAI 2022: 126-136 - 2021
- [j30]Yamina Yahia Lahssene, Lila Meddeber, Tarik Zouagui, Rachid Jennane:
A topology constrained geometric deformable model for medical image segmentation. Biomed. Signal Process. Control. 64: 102299 (2021) - 2020
- [j29]Keni Zheng, Chelsea Harris, Rachid Jennane, Sokratis Makrogiannis:
Integrative blockwise sparse analysis for tissue characterization and classification. Artif. Intell. Medicine 107: 101885 (2020) - [j28]Dhevendra Alagan Palanivel, Sivakumaran Natarajan, Sainarayanan Gopalakrishnan, Rachid Jennane:
Multifractal-based lacunarity analysis of trabecular bone in radiography. Comput. Biol. Medicine 116: 103559 (2020) - [j27]Ran Su, Tianling Liu, Changming Sun, Qiangguo Jin, Rachid Jennane, Leyi Wei:
Fusing convolutional neural network features with hand-crafted features for osteoporosis diagnoses. Neurocomputing 385: 300-309 (2020) - [j26]Laatra Yousfi, Lotfi Houam, Abdelhani Boukrouche, Eric Lespessailles, Frédéric Ros, Rachid Jennane:
Texture Analysis and Genetic Algorithms for Osteoporosis Diagnosis. Int. J. Pattern Recognit. Artif. Intell. 34(5): 2057002:1-2057002:23 (2020) - [j25]Mohamed Hafri, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
A novel 3D dual active contours approach. Pattern Anal. Appl. 23(2): 581-591 (2020) - [j24]Yassine Nasser, Rachid Jennane, Aladine Chetouani, Eric Lespessailles, Mohammed El Hassouni:
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
- 2019
- [j23]Abdessamad Tafraouti, Mohammed El Hassouni, Rachid Jennane:
Evaluation of fractional Brownian motion synthesis methods using the SVM classifier. Biomed. Signal Process. Control. 49: 48-56 (2019) - [j22]Abdelbasset Brahim, Rachid Jennane, Rabia Riad, Thomas Janvier, Laila Khedher, Hechmi Toumi, Eric Lespessailles:
A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative. Comput. Medical Imaging Graph. 73: 11-18 (2019) - [j21]Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane:
Robust, blind multichannel image identification and restoration using stack decoder. IET Image Process. 13(3): 475-482 (2019) - [j20]Mohammed El Hassouni, Rachid Jennane, Ahmed Ben Hamida, Habib Benali, Basel Solaiman:
Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging. Multim. Tools Appl. 78(10): 12639-12645 (2019) - [c36]Abdelbasset Brahim, Rabia Riad, Rachid Jennane:
Knee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative. CAIP (2) 2019: 480-487 - [c35]Keni Zheng, Rachid Jennane, Sokratis Makrogiannis:
Ensembles of sparse classifiers for osteoporosis characterization in digital radiographs. Computer-Aided Diagnosis 2019: 1095024 - [c34]Dhevendra Alagan Palanivel, Sivakumaran Natarajan, Sainarayanan Gopalakrishnan, Rachid Jennane:
Trabecular Bone Texture Characterization Using Regularization Dimension and Box-counting Dimension. TENCON 2019: 1047-1052 - 2018
- [j19]Khaled Harrar, Rachid Jennane, Karima Zaouchi, Thomas Janvier, Hechmi Toumi, Eric Lespessailles:
Oriented fractal analysis for improved bone microarchitecture characterization. Biomed. Signal Process. Control. 39: 474-485 (2018) - [j18]Rabia Riad, Rachid Jennane, Abdelbasset Brahim, Thomas Janvier, Hechmi Toumi, Eric Lespessailles:
Texture analysis using complex wavelet decomposition for knee osteoarthritis detection: Data from the osteoarthritis initiative. Comput. Electr. Eng. 68: 181-191 (2018) - [j17]Hind Oulhaj, Rachid Jennane, Aouatif Amine, Mohammed El Hassouni, Mohammed Rziza:
Study of the relative magnitude in the wavelet domain for texture characterization. Signal Image Video Process. 12(7): 1403-1410 (2018) - [c33]Aladine Chetouani, Mohammed El Hassouni, Rachid Jennane:
Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression. ISIVC 2018: 152-156 - [c32]Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane, Hocine Cherifi:
A new weighted normal-based filter for 3D mesh denoising. ISIVC 2018: 233-240 - [c31]Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni:
Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset. ISIVC 2018: 296-299 - [c30]Allan F. F. Alves, Ana Luiza Menegatti Pavan, Rachid Jennane, José R. A. Miranda, Carlos C. M. Freitas, Nitamar Abdala, Diana Rodrigues de Pina:
Ischemic stroke enhancement in computed tomography scans using a computational approach. Image Perception, Observer Performance, and Technology Assessment 2018: 1057716 - 2017
- [j16]Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni:
Trabecular bone characterization using circular parametric models. Biomed. Signal Process. Control. 33: 411-421 (2017) - [j15]Anushikha Singh, Malay Kishore Dutta, Rachid Jennane, Eric Lespessailles:
Classification of the trabecular bone structure of osteoporotic patients using machine vision. Comput. Biol. Medicine 91: 148-158 (2017) - [j14]Sonia Akkoul, Adel Hafiane, Olivier Rozenbaum, Eric Lespessailles, Rachid Jennane:
3D Reconstruction of the proximal femur shape from few pairs of x-ray radiographs. Signal Process. Image Commun. 59: 65-72 (2017) - [j13]Mohammed El Hassouni, Abdessamad Tafraouti, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization. IEEE J. Biomed. Health Informatics 21(5): 1347-1359 (2017) - [j12]Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Mohammed El Hassouni, Rachid Jennane:
Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone. IEEE Trans. Medical Imaging 36(10): 2077-2086 (2017) - [c29]Abdelbasset Brahim, Laila Khedher, Juan Manuel Górriz, Javier Ramírez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni:
A proposed computer-aided diagnosis system for Parkinson's disease classification using 123I-FP-CIT imaging. ATSIP 2017: 1-6 - [c28]Yassine Nasser, Mohammed El Hassouni, Abdelbasset Brahim, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier. ATSIP 2017: 1-5 - [c27]Hind Oulhaj, Mohammed El Hassouni, Aouatif Amine, Mohammed Rziza, Rachid Jennane:
Fully anisotropic morlet transform for the study of the trabecular bone texture variations. SAC 2017: 164-169 - [c26]Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
Osteoporosis diagnosis using frequency separation and fractional Brownian motion. WINCOM 2017: 1-4 - 2016
- [j11]Ahmad Almhdie-Imjabber, Ridha Hambli, Jérôme Touvier, Olivier Rozenbaum, Eric Lespessailles, Rachid Jennane:
Mechanical assessment of trabecular bone stiffness using hybrid skeleton and finite element analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(6): 352-359 (2016) - [j10]Mohamed-Chaker Larabi, Sanghoon Lee, Mohammed El Hassouni, Frédéric Morain-Nicolier, Rachid Jennane:
Special Section Guest Editorial: Perceptually Driven Visual Information Analysis. J. Electronic Imaging 25(6): 61601 (2016) - [c25]Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Rachid Jennane, Mohammed El Hassouni:
Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain. AICCSA 2016: 1-7 - [c24]Fouad Boudjenouia, Rachid Jennane, Karim Abed-Meraim, Aladine Chetouani:
Sequential stack decoder for multichannel image restoration. EUSIPCO 2016: 1293-1297 - [c23]Mohamed Hafri, Hechmi Toumi, Stephanie Boutroy, Roland D. Chapurlat, Eric Lespessailles, Rachid Jennane:
Fuzzy energy based active contours model for HR-PQCT cortical bone segmentation. ICIP 2016: 4334-4338 - [c22]Mohamed Hafri, Rachid Jennane, Eric Lespessailles, Hechmi Toumi:
Dual active contours model for HR-pQCT cortical bone segmentation. ICPR 2016: 2270-2275 - [c21]Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane:
On the use of image quality measures for image restoration. IPTA 2016: 1-6 - [c20]Zilong Zou, Jie Yang, Vasileios Megalooikonomou, Rachid Jennane, Erkang Cheng, Haibin Ling:
Trabecular bone texture classification using wavelet leaders. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880E - 2015
- [c19]Thomas Janvier, Hechmi Toumi, Khaled Harrar, Eric Lespessailles, Rachid Jennane:
ROI impact on the characterization of knee osteoarthritis using fractal analysis. IPTA 2015: 304-308 - [c18]Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
Osteoporosis diagnosis using steerable pyramid decomposition and fractional Brownian motion. IPTA 2015: 309-312 - [c17]Awad Bettamer, Ahmad Almhdie-Imjabber, Ridha Hambli, Samir Allaoui, Mussa Mahmud, Rachid Jennane:
The use of dual-energy X-ray absorptiometry images to evaluate the risk of bone fracture. IPTA 2015: 319-322 - 2014
- [j9]Ahmad Almhdie, Olivier Rozenbaum, Eric Lespessailles, Rachid Jennane:
Image processing for the non-destructive characterization of porous media. Application to limestones and trabecular bones. Math. Comput. Simul. 99: 82-94 (2014) - [j8]Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane:
One dimensional local binary pattern for bone texture characterization. Pattern Anal. Appl. 17(1): 179-193 (2014) - [c16]Sonia Akkoul, Adel Hafiane, Remy Leconge, Khaled Harrar, Eric Lespessailles, Rachid Jennane:
3D reconstruction method of the proximal femur and shape correction. IPTA 2014: 99-104 - [c15]Rachid Jennane, Jérôme Touvier, Maïtine Bergounioux, Eric Lespessailles:
A variational model for trabecular bone radiograph characterization. ISBI 2014: 1283-1286 - [c14]Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane:
Osteoporosis Diagnosis Using Fractal Analysis and Support Vector Machine. SITIS 2014: 73-77 - 2013
- [j7]Khaled Harrar, Latifa Hamami, Eric Lespessailles, Rachid Jennane:
Piecewise Whittle estimator for trabecular bone radiograph characterization. Biomed. Signal Process. Control. 8(6): 657-666 (2013) - [c13]Sonia Akkoul, Adel Hafiane, Eric Lespessailles, Rachid Jennane:
3D Femur Reconstruction Using X-Ray Stereo Pairs. ICIAP (2) 2013: 91-100 - [c12]Sonia Akkoul, Adel Hafiane, Remy Leconge, Eric Lespessailles, Rachid Jennane:
A 2D Matching Method for Reconstruction of 3D Proximal Femur using X-ray Images. VISAPP (1) 2013: 353-357 - 2012
- [j6]Rachid Jennane, Gabriel Aufort, Claude Laurent Benhamou, Murat Ceylan, Yüksel Özbay, Osman N. Uçan:
A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone. J. Medical Syst. 36(2): 497-510 (2012) - [c11]Ahmed Salmi El Boumnini El Hassani, Mohammed El Hassouni, Rachid Jennane, Mohammed Rziza, Eric Lespessailles:
Texture Analysis for Trabecular Bone X-Ray Images Using Anisotropic Morlet Wavelet and Rényi Entropy. ICISP 2012: 290-297 - [c10]Khaled Harrar, Latifa Hamami, Sonia Akkoul, Eric Lespessailles, Rachid Jennane:
Osteoporosis assessment using Multilayer Perceptron neural networks. IPTA 2012: 217-221 - [c9]Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane:
Texture characterization using local binary pattern and wavelets. Application to bone radiographs. IPTA 2012: 371-376 - [c8]Ahmed Salmi El Boumnini El Hassani, Mohammed El Hassouni, Lotfi Houam, Mohammed Rziza, Eric Lespessailles, Rachid Jennane:
Texture analysis using dual tree M-band and Rényi entropy. Application to osteoporosis diagnosis on bone radiographs. ISBI 2012: 1487-1490 - [c7]Mustafa Istanbullu, Musa Aydin, Rifat Benveniste, Osman Nuri Uçan, Rachid Jennane:
Early diagnosis of osteoporosis using Artificial Neural Networks and Support Vector Machines. SIU 2012: 1-4 - 2010
- [j5]Abdurrahim Akgundogdu, Rachid Jennane, Gabriel Aufort, Claude Laurent Benhamou, Osman N. Uçan:
3D Image Analysis and Artificial Intelligence for Bone Disease Classification. J. Medical Syst. 34(5): 815-828 (2010) - [c6]Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche, Eric Lespessailles:
Trabecular Bone Anisotropy Characterization Using 1D Local Binary Patterns. ACIVS (1) 2010: 105-113
2000 – 2009
- 2009
- [c5]Rachid Jennane, Gabriel Aufort, Hugo Lheritier, Claude Laurent Benhamou:
Multivariable statistical classification of 3D bone microarchitecture using morphological and mechanical features. EUSIPCO 2009: 1557-1561 - 2007
- [j4]Rachid Jennane, Rachid Harba, Gérald Lemineur, Stéphanie Bretteil, Anne Estrade, Claude Laurent Benhamou:
Estimation of the 3D self-similarity parameter of trabecular bone from its 2D projection. Medical Image Anal. 11(1): 91-98 (2007) - [c4]Gabriel Aufort, Rachid Jennane, Rachid Harba, A. Gasser, D. Soulat, Claude Laurent Benhamou:
Mechanical assessment of porous media using hybrid skeleton graph analysis and finite elements. Application to trabecular bone. EUSIPCO 2007: 1112-1116 - 2006
- [c3]Gabriel Aufort, Rachid Jennane, Rachid Harba, Claude Laurent Benhamou:
A new 3D shape-dependant skeletonization method. Application to porous media. EUSIPCO 2006: 1-5 - [c2]Gérald Lemineur, Rachid Harba, Rachid Jennane:
Anisotropy characterization of non stationary grey level textures. EUSIPCO 2006: 1-5 - [c1]Gabriel Aufort, Rachid Jennane, Rachid Harba, Claude Laurent Benhamou:
Hybrid Skeleton Graph Analysis of Disordered Porous Media. Application to Trabecular Bone. ICASSP (2) 2006: 781-784 - 2005
- [j3]Emmanuel Perrin, Rachid Harba, Ileana Iribarren, Rachid Jennane:
Piecewise fractional Brownian motion. IEEE Trans. Signal Process. 53(3): 1211-1215 (2005) - 2002
- [j2]Emmanuel Perrin, Rachid Harba, Rachid Jennane, Ileana Iribarren:
Fast and exact synthesis for 1-D fractional Brownian motion and fractional Gaussian noises. IEEE Signal Process. Lett. 9(11): 382-384 (2002) - 2001
- [j1]Rachid Jennane, William J. Ohley, Sharmila Majumdar, Gérald Lemineur:
Fractal Analysis of Bone X-Ray Tomographic Microscopy Projections. IEEE Trans. Medical Imaging 20(5): 443-449 (2001)
Coauthor Index
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