Rachid Jennane

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 58

Top Topics

Fractal Analysis

Steerable Pyramid

Early Detection

Wavelet Decomposition

Top Venues

Biomed. Signal Process. Control.

Publications

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 (2024)
Mohamed Berrimi, Didier Hans, Rachid Jennane
A semi-supervised multiview-MRI network for the detection of Knee Osteoarthritis. Comput. Medical Imaging Graph. 114 (2024)
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 (2024)
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 (2024)
Zhe Wang, Aladine Chetouani, Rachid Jennane
Transformer with Selective Shuffled Position Embedding using ROI-Exchange Strategy for Early Detection of Knee Osteoarthritis. CoRR (2023)
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 (2023)
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) (2023)
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)
Zhe Wang, Aladine Chetouani, Rachid Jennane
A Confident Labelling Strategy Based on Deep Learning for Improving Early Detection of Knee OsteoArthritis. CoRR (2023)
Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane
Blind Image Separation Using Composite Criteria based on Statistical Information and Sparse Representation. IPTA (2023)
Zhe Wang, Aladine Chetouani, Rachid Jennane
Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee OsteoArthritis Classification. CoRR (2023)
Mohamed Berrimi, Mourad Oussalah, Rachid Jennane
A 3D Deep Learning Approach for Meniscus Tear Severity at the Region-level. IPTA (2023)
Zhe Wang, Aladine Chetouani, Rachid Jennane
Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis. CBMI (2023)
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)
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)
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) (2022)
Yassine Nasser, Mohammed El Hassouni, Rachid Jennane
Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. PRIME@MICCAI (2022)
Zhe Wang, Aladine Chetouani, Didier Hans, Eric Lespessailles, Rachid Jennane
Siamese-Gap Network for Early Detection of Knee Osteoarthritis. ISBI (2022)
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)
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) (2022)
Yamina Yahia Lahssene, Lila Meddeber, Tarik Zouagui, Rachid Jennane
A topology constrained geometric deformable model for medical image segmentation. Biomed. Signal Process. Control. 64 (2021)
Dhevendra Alagan Palanivel, Sivakumaran Natarajan, Sainarayanan Gopalakrishnan, Rachid Jennane
Multifractal-based lacunarity analysis of trabecular bone in radiography. Comput. Biol. Medicine 116 (2020)
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) (2020)
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 (2020)
Mohamed Hafri, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
A novel 3D dual active contours approach. Pattern Anal. Appl. 23 (2) (2020)
Keni Zheng, Chelsea Harris, Rachid Jennane, Sokratis Makrogiannis
Integrative blockwise sparse analysis for tissue characterization and classification. Artif. Intell. Medicine 107 (2020)
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) (2020)
Keni Zheng, Rachid Jennane, Sokratis Makrogiannis
Ensembles of sparse classifiers for osteoporosis characterization in digital radiographs. Medical Imaging: Computer-Aided Diagnosis (2019)
Abdelbasset Brahim, Rabia Riad, Rachid Jennane
Knee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative. CAIP (2) (2019)
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) (2019)
Abdessamad Tafraouti, Mohammed El Hassouni, Rachid Jennane
Evaluation of fractional Brownian motion synthesis methods using the SVM classifier. Biomed. Signal Process. Control. 49 (2019)
Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane
Robust, blind multichannel image identification and restoration using stack decoder. IET Image Process. 13 (3) (2019)
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 (2019)
Dhevendra Alagan Palanivel, Sivakumaran Natarajan, Sainarayanan Gopalakrishnan, Rachid Jennane
Trabecular Bone Texture Characterization Using Regularization Dimension and Box-counting Dimension. TENCON (2019)
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. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
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)
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 (2018)
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) (2018)
Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane, Hocine Cherifi
A new weighted normal-based filter for 3D mesh denoising. ISIVC (2018)
Aladine Chetouani, Mohammed El Hassouni, Rachid Jennane
Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression. ISIVC (2018)
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 (2018)
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 (2017)
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)
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 (2017)
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) (2017)
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 (2017)
Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
Osteoporosis diagnosis using frequency separation and fractional Brownian motion. WINCOM (2017)
Abdelbasset Brahim, Laila Khedher, Juan Manuel Górriz, Javier Ramírez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
I-FP-CIT imaging. ATSIP (2017)
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)
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) (2017)
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)
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) (2016)
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)
Zilong Zou, Jie Yang, Vasileios Megalooikonomou, Rachid Jennane, Erkang Cheng, Haibin Ling
Trabecular bone texture classification using wavelet leaders. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
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) (2016)
Mohamed Hafri, Rachid Jennane, Eric Lespessailles, Hechmi Toumi
Dual active contours model for HR-pQCT cortical bone segmentation. ICPR (2016)
Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane
On the use of image quality measures for image restoration. IPTA (2016)
Fouad Boudjenouia, Rachid Jennane, Karim Abed-Meraim, Aladine Chetouani
Sequential stack decoder for multichannel image restoration. EUSIPCO (2016)
Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
Osteoporosis diagnosis using steerable pyramid decomposition and fractional Brownian motion. IPTA (2015)
Thomas Janvier, Hechmi Toumi, Khaled Harrar, Eric Lespessailles, Rachid Jennane
ROI impact on the characterization of knee osteoarthritis using fractal analysis. IPTA (2015)
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)
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 (2014)
Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane
One dimensional local binary pattern for bone texture characterization. Pattern Anal. Appl. 17 (1) (2014)
Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
Osteoporosis Diagnosis Using Fractal Analysis and Support Vector Machine. SITIS (2014)
Rachid Jennane, Jérôme Touvier, Maïtine Bergounioux, Eric Lespessailles
A variational model for trabecular bone radiograph characterization. ISBI (2014)
Sonia Akkoul, Adel Hafiane, Remy Leconge, Khaled Harrar, Eric Lespessailles, Rachid Jennane
3D reconstruction method of the proximal femur and shape correction. IPTA (2014)
Khaled Harrar, Latifa Hamami, Eric Lespessailles, Rachid Jennane
Piecewise Whittle estimator for trabecular bone radiograph characterization. Biomed. Signal Process. Control. 8 (6) (2013)
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)
Sonia Akkoul, Adel Hafiane, Eric Lespessailles, Rachid Jennane
3D Femur Reconstruction Using X-Ray Stereo Pairs. ICIAP (2) (2013)
Lotfi Houam, Adel Hafiane, Abdelhani Boukrouche, Eric Lespessailles, Rachid Jennane
Texture characterization using local binary pattern and wavelets. Application to bone radiographs. IPTA (2012)
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)
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)
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) (2012)
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)
Khaled Harrar, Latifa Hamami, Sonia Akkoul, Eric Lespessailles, Rachid Jennane
Osteoporosis assessment using Multilayer Perceptron neural networks. IPTA (2012)
Lotfi Houam, Adel Hafiane, Rachid Jennane, Abdelhani Boukrouche, Eric Lespessailles
Trabecular Bone Anisotropy Characterization Using 1D Local Binary Patterns. ACIVS (1) (2010)
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) (2010)
Rachid Jennane, Gabriel Aufort, Hugo Lheritier, Claude Laurent Benhamou
Multivariable statistical classification of 3D bone microarchitecture using morphological and mechanical features. EUSIPCO (2009)
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)
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) (2007)
Gabriel Aufort, Rachid Jennane, Rachid Harba, Claude Laurent Benhamou
Hybrid Skeleton Graph Analysis of Disordered Porous Media. Application to Trabecular Bone. ICASSP (2) (2006)
Gérald Lemineur, Rachid Harba, Rachid Jennane
Anisotropy characterization of non stationary grey level textures. EUSIPCO (2006)
Gabriel Aufort, Rachid Jennane, Rachid Harba, Claude Laurent Benhamou
A new 3D shape-dependant skeletonization method. Application to porous media. EUSIPCO (2006)
Emmanuel Perrin, Rachid Harba, Ileana Iribarren, Rachid Jennane
Piecewise fractional Brownian motion. IEEE Trans. Signal Process. 53 (3) (2005)
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) (2002)
Rachid Jennane, William J. Ohley, Sharmila Majumdar, Gérald Lemineur
Fractal Analysis of Bone X-Ray Tomographic Microscopy Projections. IEEE Trans. Medical Imaging 20 (5) (2001)