Fractal Analysis of Bone X-Ray Tomographic Microscopy Projections. - Rachid Jennane; William J. Ohley; Sharmila Majumdar; Gérald Lemineur (IEEE Trans. Medical Imaging, 2001)

Fast and exact synthesis for 1-D fractional Brownian motion and fractional Gaussian noises. - Emmanuel Perrin; Rachid Harba; Rachid Jennane; Ileana Iribarren (IEEE Signal Process. Lett., 2002)

Piecewise fractional Brownian motion. - Emmanuel Perrin; Rachid Harba; Ileana Iribarren; Rachid Jennane (IEEE Trans. Signal Process., 2005)

A new 3D shape-dependant skeletonization method. Application to porous media. - Gabriel Aufort; Rachid Jennane; Rachid Harba; Claude Laurent Benhamou (EUSIPCO, 2006)

Anisotropy characterization of non stationary grey level textures. - Gérald Lemineur; Rachid Harba; Rachid Jennane (EUSIPCO, 2006)

Hybrid Skeleton Graph Analysis of Disordered Porous Media. Application to Trabecular Bone. - Gabriel Aufort; Rachid Jennane; Rachid Harba; Claude Laurent Benhamou (ICASSP (2), 2006)

Mechanical assessment of porous media using hybrid skeleton graph analysis and finite elements. Application to trabecular bone. - Gabriel Aufort; Rachid Jennane; Rachid Harba; A. Gasser; D. Soulat; Claude Laurent Benhamou (EUSIPCO, 2007)

Estimation of the 3D self-similarity parameter of trabecular bone from its 2D projection. - Rachid Jennane; Rachid Harba; Gérald Lemineur; Stéphanie Bretteil; Anne Estrade; Claude Laurent Benhamou (Medical Image Anal., 2007)

Multivariable statistical classification of 3D bone microarchitecture using morphological and mechanical features. - Rachid Jennane; Gabriel Aufort; Hugo Lheritier; Claude Laurent Benhamou (EUSIPCO, 2009)

Trabecular Bone Anisotropy Characterization Using 1D Local Binary Patterns. - Lotfi Houam; Adel Hafiane; Rachid Jennane; Abdelhani Boukrouche; Eric Lespessailles (ACIVS (1), 2010)

3D Image Analysis and Artificial Intelligence for Bone Disease Classification. - Abdurrahim Akgundogdu; Rachid Jennane; Gabriel Aufort; Claude Laurent Benhamou; Osman N. Uçan (J. Medical Syst., 2010)

Texture Analysis for Trabecular Bone X-Ray Images Using Anisotropic Morlet Wavelet and Rényi Entropy. - Ahmed Salmi El Boumnini El Hassani; Mohammed El Hassouni; Rachid Jennane; Mohammed Rziza; Eric Lespessailles (ICISP, 2012)

Osteoporosis assessment using Multilayer Perceptron neural networks. - Khaled Harrar; Latifa Hamami; Sonia Akkoul; Eric Lespessailles; Rachid Jennane (IPTA, 2012)

Texture characterization using local binary pattern and wavelets. Application to bone radiographs. - Lotfi Houam; Adel Hafiane; Abdelhani Boukrouche; Eric Lespessailles; Rachid Jennane (IPTA, 2012)

Texture analysis using dual tree M-band and Rényi entropy. Application to osteoporosis diagnosis on bone radiographs. - Ahmed Salmi El Boumnini El Hassani; Mohammed El Hassouni; Lotfi Houam; Mohammed Rziza; Eric Lespessailles; Rachid Jennane (ISBI, 2012)

Early diagnosis of osteoporosis using Artificial Neural Networks and Support Vector Machines. - Mustafa Istanbullu; Musa Aydin; Rifat Benveniste; Osman Nuri Uçan; Rachid Jennane (SIU, 2012)

A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone. - Rachid Jennane; Gabriel Aufort; Claude Laurent Benhamou; Murat Ceylan; Yüksel Özbay; Osman N. Uçan (J. Medical Syst., 2012)

3D Femur Reconstruction Using X-Ray Stereo Pairs. - Sonia Akkoul; Adel Hafiane; Eric Lespessailles; Rachid Jennane (ICIAP (2), 2013)

A 2D Matching Method for Reconstruction of 3D Proximal Femur using X-ray Images. - Sonia Akkoul; Adel Hafiane; Remy Leconge; Eric Lespessailles; Rachid Jennane (VISAPP (1), 2013)

Piecewise Whittle estimator for trabecular bone radiograph characterization. - Khaled Harrar; Latifa Hamami; Eric Lespessailles; Rachid Jennane (Biomed. Signal Process. Control., 2013)

3D reconstruction method of the proximal femur and shape correction. - Sonia Akkoul; Adel Hafiane; Remy Leconge; Khaled Harrar; Eric Lespessailles; Rachid Jennane (IPTA, 2014)

A variational model for trabecular bone radiograph characterization. - Rachid Jennane; Jérôme Touvier; Maïtine Bergounioux; Eric Lespessailles (ISBI, 2014)

Osteoporosis Diagnosis Using Fractal Analysis and Support Vector Machine. - Abdessamad Tafraouti; Mohammed El Hassouni; Hechmi Toumi; Eric Lespessailles; Rachid Jennane (SITIS, 2014)

Image processing for the non-destructive characterization of porous media. Application to limestones and trabecular bones. - Ahmad Almhdie; Olivier Rozenbaum; Eric Lespessailles; Rachid Jennane (Math. Comput. Simul., 2014)

One dimensional local binary pattern for bone texture characterization. - Lotfi Houam; Adel Hafiane; Abdelhani Boukrouche; Eric Lespessailles; Rachid Jennane (Pattern Anal. Appl., 2014)

The use of dual-energy X-ray absorptiometry images to evaluate the risk of bone fracture. - Awad Bettamer; Ahmad Almhdie-Imjabber; Ridha Hambli; Samir Allaoui; Mussa Mahmud; Rachid Jennane (IPTA, 2015)

ROI impact on the characterization of knee osteoarthritis using fractal analysis. - Thomas Janvier; Hechmi Toumi; Khaled Harrar; Eric Lespessailles; Rachid Jennane (IPTA, 2015)

Osteoporosis diagnosis using steerable pyramid decomposition and fractional Brownian motion. - Abdessamad Tafraouti; Mohammed El Hassouni; Hechmi Toumi; Eric Lespessailles; Rachid Jennane (IPTA, 2015)

Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain. - Hind Oulhaj; Mohammed Rziza; Aouatif Amine; Rachid Jennane; Mohammed El Hassouni (AICCSA, 2016)

Sequential stack decoder for multichannel image restoration. - Fouad Boudjenouia; Rachid Jennane; Karim Abed-Meraim; Aladine Chetouani (EUSIPCO, 2016)

Fuzzy energy based active contours model for HR-PQCT cortical bone segmentation. - Mohamed Hafri; Hechmi Toumi; Stephanie Boutroy; Roland D. Chapurlat; Eric Lespessailles; Rachid Jennane (ICIP, 2016)

Dual active contours model for HR-pQCT cortical bone segmentation. - Mohamed Hafri; Rachid Jennane; Eric Lespessailles; Hechmi Toumi (ICPR, 2016)

On the use of image quality measures for image restoration. - Fouad Boudjenouia; Karim Abed-Meraim; Aladine Chetouani; Rachid Jennane (IPTA, 2016)

Trabecular bone texture classification using wavelet leaders. - Zilong Zou; Jie Yang 030; Vasileios Megalooikonomou; Rachid Jennane; Erkang Cheng; Haibin Ling (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Mechanical assessment of trabecular bone stiffness using hybrid skeleton and finite element analysis. - Ahmad Almhdie-Imjabber; Ridha Hambli; Jérôme Touvier; Olivier Rozenbaum; Eric Lespessailles; Rachid Jennane (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016)

Special Section Guest Editorial: Perceptually Driven Visual Information Analysis. - Mohamed-Chaker Larabi; Sanghoon Lee 001; Mohammed El Hassouni; Frédéric Morain-Nicolier; Rachid Jennane (J. Electronic Imaging, 2016)

A proposed computer-aided diagnosis system for Parkinson's disease classification using 123I-FP-CIT imaging. - Abdelbasset Brahim; Laila Khedher; Juan Manuel Górriz; Javier Ramírez 001; Hechmi Toumi; Eric Lespessailles; Rachid Jennane; Mohammed El Hassouni (ATSIP, 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 (ATSIP, 2017)

Fully anisotropic morlet transform for the study of the trabecular bone texture variations. - Hind Oulhaj; Mohammed El Hassouni; Aouatif Amine; Mohammed Rziza; Rachid Jennane (SAC, 2017)

Osteoporosis diagnosis using frequency separation and fractional Brownian motion. - Abdessamad Tafraouti; Mohammed El Hassouni; Hechmi Toumi; Eric Lespessailles; Rachid Jennane (WINCOM, 2017)

Trabecular bone characterization using circular parametric models. - Hind Oulhaj; Mohammed Rziza; Aouatif Amine; Hechmi Toumi; Eric Lespessailles; Rachid Jennane; Mohammed El Hassouni (Biomed. Signal Process. Control., 2017)

Classification of the trabecular bone structure of osteoporotic patients using machine vision. - Anushikha Singh; Malay Kishore Dutta; Rachid Jennane; Eric Lespessailles (Comput. Biol. Medicine, 2017)

3D Reconstruction of the proximal femur shape from few pairs of x-ray radiographs. - Sonia Akkoul; Adel Hafiane; Olivier Rozenbaum; Eric Lespessailles; Rachid Jennane (Signal Process. Image Commun., 2017)

Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization. - Mohammed El Hassouni; Abdessamad Tafraouti; Hechmi Toumi; Eric Lespessailles; Rachid Jennane (IEEE J. Biomed. Health Informatics, 2017)

Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone. - Hind Oulhaj; Mohammed Rziza; Aouatif Amine; Hechmi Toumi; Eric Lespessailles; Mohammed El Hassouni; Rachid Jennane (IEEE Trans. Medical Imaging, 2017)

Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset. - Fatima Zahra Benabdallah; Ahmed Drissi El Maliani; Dounia Lotfi; Rachid Jennane; Mohammed El Hassouni (ISIVC, 2018)

Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression. - Aladine Chetouani; Mohammed El Hassouni; Rachid Jennane (ISIVC, 2018)

A new weighted normal-based filter for 3D mesh denoising. - Mohammed El Hassouni; Aladine Chetouani; Rachid Jennane; Hocine Cherifi (ISIVC, 2018)

Ischemic stroke enhancement in computed tomography scans using a computational approach. - Allan F. F. Alves; Ana Luiza Menegatti Pavan; Rachid Jennane; José R. A. Miranda; Carlos C. M. Freitas; Nitamar Abdala; Diana Rodrigues de Pina (Image Perception, Observer Performance, and Technology Assessment, 2018)

Oriented fractal analysis for improved bone microarchitecture characterization. - Khaled Harrar; Rachid Jennane; Karima Zaouchi; Thomas Janvier; Hechmi Toumi; Eric Lespessailles (Biomed. Signal Process. Control., 2018)

Texture analysis using complex wavelet decomposition for knee osteoarthritis detection: Data from the osteoarthritis initiative. - Rabia Riad; Rachid Jennane; Abdelbasset Brahim; Thomas Janvier; Hechmi Toumi; Eric Lespessailles (Comput. Electr. Eng., 2018)

Study of the relative magnitude in the wavelet domain for texture characterization. - Hind Oulhaj; Rachid Jennane; Aouatif Amine; Mohammed El Hassouni; Mohammed Rziza (Signal Image Video Process., 2018)

Knee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative. - Abdelbasset Brahim; Rabia Riad; Rachid Jennane (CAIP (2), 2019)

Ensembles of sparse classifiers for osteoporosis characterization in digital radiographs. - Keni Zheng; Rachid Jennane; Sokratis Makrogiannis (Computer-Aided Diagnosis, 2019)

Trabecular Bone Texture Characterization Using Regularization Dimension and Box-counting Dimension. - Dhevendra Alagan Palanivel; Sivakumaran Natarajan; Sainarayanan Gopalakrishnan; Rachid Jennane (TENCON, 2019)

Evaluation of fractional Brownian motion synthesis methods using the SVM classifier. - Abdessamad Tafraouti; Mohammed El Hassouni; Rachid Jennane (Biomed. Signal Process. Control., 2019)

A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative. - Abdelbasset Brahim; Rachid Jennane; Rabia Riad; Thomas Janvier; Laila Khedher; Hechmi Toumi; Eric Lespessailles (Comput. Medical Imaging Graph., 2019)

Robust, blind multichannel image identification and restoration using stack decoder. - Fouad Boudjenouia; Karim Abed-Meraim; Aladine Chetouani; Rachid Jennane (IET Image Process., 2019)

Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging. - Mohammed El Hassouni; Rachid Jennane; Ahmed Ben Hamida; Habib Benali; Basel Solaiman (Multim. Tools Appl., 2019)

Integrative blockwise sparse analysis for tissue characterization and classification. - Keni Zheng; Chelsea Harris; Rachid Jennane; Sokratis Makrogiannis (Artif. Intell. Medicine, 2020)

Multifractal-based lacunarity analysis of trabecular bone in radiography. - Dhevendra Alagan Palanivel; Sivakumaran Natarajan; Sainarayanan Gopalakrishnan; Rachid Jennane (Comput. Biol. Medicine, 2020)

Fusing convolutional neural network features with hand-crafted features for osteoporosis diagnoses. - Ran Su; Tianling Liu; Changming Sun; Qiangguo Jin; Rachid Jennane; Leyi Wei (Neurocomputing, 2020)

Texture Analysis and Genetic Algorithms for Osteoporosis Diagnosis. - Laatra Yousfi; Lotfi Houam; Abdelhani Boukrouche; Eric Lespessailles; Frédéric Ros; Rachid Jennane (Int. J. Pattern Recognit. Artif. Intell., 2020)

A novel 3D dual active contours approach. - Mohamed Hafri; Hechmi Toumi; Eric Lespessailles; Rachid Jennane (Pattern Anal. Appl., 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)

A topology constrained geometric deformable model for medical image segmentation. - Yamina Yahia Lahssene; Lila Meddeber; Tarik Zouagui; Rachid Jennane (Biomed. Signal Process. Control., 2021)

Siamese-Gap Network for Early Detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Didier Hans; Eric Lespessailles; Rachid Jennane (ISBI, 2022)

Bone Health Parameters in Young Adult Female Handball Players. - Elie Maliha; Anthony Khawaja; Hechmi Toumi; Rachid Jennane; Antonio Pinti; Rawad El Hage (IWBBIO (1), 2022)

Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. - Yassine Nasser; Mohammed El Hassouni; Rachid Jennane (PRIME@MICCAI, 2022)

A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative. - Lucas Correia Ribas; Rabia Riad; Rachid Jennane; Odemir M. Bruno (Biomed. Signal Process. Control., 2022)

An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity. - Fatima Zahra Benabdallah; Ahmed Drissi El Maliani; Dounia Lotfi; Rachid Jennane; Mohammed El Hassouni (Soft Comput., 2022)

Automatic diagnosis of knee osteoarthritis severity using Swin transformer. - Aymen Sekhri; Mohamed Amine Kerkouri; Aladine Chetouani; Marouane Tliba; Yassine Nasser; Rachid Jennane; Alessandro Bruno (CBMI, 2023)

Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CBMI, 2023)

A 3D Deep Learning Approach for Meniscus Tear Severity at the Region-level. - Mohamed Berrimi; Mourad Oussalah 002; Rachid Jennane (IPTA, 2023)

Blind Image Separation Using Composite Criteria based on Statistical Information and Sparse Representation. - Fouad Boudjenouia; Karim Abed-Meraim; Aladine Chetouani; Rachid Jennane (IPTA, 2023)

Effects of Region of Interest Location on Osteoarthritis Detection Using Deep Feature Learning. - Tinhinane Mehdi; Yassine Nasser; Ahmad Almhdie; Soraya Aloui; Rachid Jennane (IPTA, 2023)

A Siamese-based Network for the Detection of Osteopenia in Paediatric Digital X-rays of the Wrist. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (ISBI, 2023)

Multifractal analysis for improved osteoporosis classification. - Ouardia Bouzeboudja; Boualem Haddad; Abdelmalek Taleb-Ahmed; Soltane Ameur; Mohammed El Hassouni; Rachid Jennane (Biomed. Signal Process. Control., 2023)

Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee OsteoArthritis Classification. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2023)

A Confident Labelling Strategy Based on Deep Learning for Improving Early Detection of Knee OsteoArthritis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2023)

Transformer with Selective Shuffled Position Embedding using ROI-Exchange Strategy for Early Detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2023)

A Multi-Instance Learning Approach for Improving Knee Osteoarthritis Diagnosis From Mri Data. - Mohamed Berrimi; Yun Xin Teoh; Aladine Chetouani; Lotfi Houam; Rachid Jennane (CBMI, 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 (EUSIPCO, 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 (IPTA, 2024)

Randomized Encoding Ensemble: A New Approach for Texture Representation. - Ricardo T. Fares; Ana Catarina M. Vicentim; Leonardo F. S. Scabini; Kallil M. C. Zielinski; Rachid Jennane; Odemir M. Bruno; Lucas Correia Ribas (IWSSIP, 2024)

Improving Knee Osteoarthritis Detection Through a Multitask Learning Method from 2D MRI Slices. - Yun Xin Teoh; Mohamed Berrimi; Khin Wee Lai; Siew-Li Goh; Rachid Jennane (MICAD, 2024)

A semi-supervised multiview-MRI network for the detection of Knee Osteoarthritis. - Mohamed Berrimi; Didier Hans; Rachid Jennane (Comput. Medical Imaging Graph., 2024)

Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane; Yuhua Ru; Wasim Issa; Mohamed Jarraya (CoRR, 2024)

A Diffusion-based Xray2MRI Model: Generating Pseudo-MRI Volumes From one Single X-ray. - Zhe Wang 063; Rachid Jennane; Aladine Chetouani; Yung Hsin Chen; Fabian Bauer; Mohamed Jarraya (CoRR, 2024)

Transformer with Selective Shuffled Position Embedding and key-patch exchange strategy for early detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Mohamed Jarraya; Didier Hans; Rachid Jennane (Expert Syst. Appl., 2024)

A CNN-based spline active surface method with an after-balancing step for 3D medical image segmentation. - Rania Sefti; Driss Sbibih; Rachid Jennane (Math. Comput. Simul., 2024)

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)

An automatic B-snake model based on deep learning for medical image segmentation. - Rania Sefti; Driss Sbibih; Rachid Jennane (Expert Syst. Appl., 2025)

Distillation-Driven Diffusion Model for Multi-Scale MRI Super-Resolution: Make 1.5T MRI Great Again. - Zhe Wang 063; Yuhua Ru; Fabian Bauer; Aladine Chetouani; Fang Chen; Liping Zhang; Didier Hans; Rachid Jennane; Mohamed Jarraya; Yung Hsin Chen (CoRR, 2025)

Feasibility study for reconstruction of knee MRI from one corresponding X-ray via CNN. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2025)

MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution. - Zhe Wang 063; Yuhua Ru; Aladine Chetouani; Fang Chen; Fabian Bauer; Liping Zhang; Didier Hans; Rachid Jennane; Mohamed Jarraya; Yung Hsin Chen (CoRR, 2025)

Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading. - Zhe Wang 063; Yuhua Ru; Aladine Chetouani; Tina Shiang; Fang Chen; Fabian Bauer; Liping Zhang; Didier Hans; Rachid Jennane; William Ewing Palmer; Mohamed Jarraya; Yung Hsin Chen (CoRR, 2025)