All Stories

  1. An automatic B-snake model based on deep learning for medical image segmentation

    Article • Expert Systems with Applications, April 2025, Elsevier

    Professor Rachid Jennane

  2. Deep learning based approach combining shape and texture features for knee osteoarthritis prediction from X-ray images

    Article • Biomedical Signal Processing and Control, March 2025, Elsevier

    Professor Rachid Jennane

  3. Transformer with Selective Shuffled Position Embedding and key-patch exchange strategy for early detection of Knee Osteoarthritis

    Article • Expert Systems with Applications, December 2024, Elsevier

    Professor Rachid Jennane

  4. A CNN-based spline active surface method with an after-balancing step for 3D medical image segmentation

    Article • Mathematics and Computers in Simulation, November 2024, Elsevier

    Professor Rachid Jennane

  5. A semi-supervised multiview-MRI network for the detection of Knee Osteoarthritis

    Article • Computerized Medical Imaging and Graphics, June 2024, Elsevier

    Professor Rachid Jennane

  6. Blind Image Separation Using Composite Criteria based on Statistical Information and Sparse Representation

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  7. Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis

    Article • September 2023, ACM (Association for Computing Machinery)

    Professor Rachid Jennane

  8. Automatic diagnosis of knee osteoarthritis severity using Swin transformer

    Article • September 2023, ACM (Association for Computing Machinery)

    Mohamed Amine KERKOURI, Professor Rachid Jennane, Dr Alessandro Bruno, Marouane Tliba, Yassine Nasser

  9. A highly generalized classifier for osteoporosis radiography based on multiscale fractal, lacunarity, and entropy distributions

    Article • Frontiers in Bioengineering and Biotechnology, May 2023, Frontiers

    Professor Rachid Jennane

  10. A discriminative shape-texture convolutional neural network for early diagnosis of knee osteoarthritis from X-ray images

    Article • Physical and Engineering Sciences in Medicine, May 2023, Springer Science + Business Media

    Professor Rachid Jennane

  11. A Siamese-based Network for the Detection of Osteopenia in Paediatric Digital X-rays of the Wrist

    Article • April 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  12. Multifractal analysis for improved osteoporosis classification

    Article • Biomedical Signal Processing and Control, February 2023, Elsevier

    Professor Rachid Jennane

  13. ACapMed: Automatic Captioning for Medical Imaging

    Article • Applied Sciences, November 2022, MDPI AG

    Djamila Romaissa Beddiar, Professor Rachid Jennane

  14. Siamese-Gap Network for Early Detection of Knee Osteoarthritis

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  15. An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity

    Article • Soft Computing, March 2022, Springer Science + Business Media

    Professor Rachid Jennane

  16. Prediction of knee osteoarthritis progression using radiological descriptors obtained from bone texture analysis and Siamese neural networks: data from OAI and MOST cohorts

    Article • Arthritis Research & Therapy, March 2022, Springer Science + Business Media

    Professor Rachid Jennane

  17. A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative

    Article • Biomedical Signal Processing and Control, January 2022, Elsevier

    Professor Rachid Jennane

  18. Bone Health Parameters in Young Adult Female Handball Players

    Article • January 2022, Springer Science + Business Media

    Professor Rachid Jennane

  19. Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage

    Article • January 2022, Springer Science + Business Media

    Professor Rachid Jennane

  20. Trabecular bone texture analysis of conventional radiographs in the assessment of knee osteoarthritis: review and viewpoint

    Article • Arthritis Research & Therapy, August 2021, Springer Science + Business Media

    Professor Rachid Jennane

  21. A topology constrained geometric deformable model for medical image segmentation

    Article • Biomedical Signal Processing and Control, February 2021, Elsevier

    Professor Rachid Jennane

  22. Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative

    Article • IEEE Transactions on Medical Imaging, September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  23. Integrative blockwise sparse analysis for tissue characterization and classification

    Article • Artificial Intelligence in Medicine, July 2020, Elsevier

    Professor Rachid Jennane

  24. Fusing convolutional neural network features with hand-crafted features for osteoporosis diagnoses

    Article • Neurocomputing, April 2020, Elsevier

    Professor Rachid Jennane

  25. Session details: Theme: AI and agents: CIVIA - Computational intelligence and video & image analysis track

    Article • March 2020, ACM (Association for Computing Machinery)

    Professor Rachid Jennane

  26. Multifractal-based lacunarity analysis of trabecular bone in radiography

    Article • Computers in Biology and Medicine, January 2020, Elsevier

    Professor Rachid Jennane

  27. Trabecular Bone Texture Characterization Using Regularization Dimension and Box-counting Dimension

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  28. Texture Analysis and Genetic Algorithms for Osteoporosis Diagnosis

    Article • International Journal of Pattern Recognition and Artificial Intelligence, September 2019, World Scientific Pub Co Pte Lt

    Professor Rachid Jennane

  29. A novel 3D dual active contours approach

    Article • Pattern Analysis and Applications, April 2019, Springer Science + Business Media

    Professor Rachid Jennane

  30. A New Complex Wavelet Relative Phase for Osteoporosis Diagnosis

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  31. A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative

    Article • Computerized Medical Imaging and Graphics, April 2019, Elsevier

    Professor Rachid Jennane

  32. Ensembles of sparse classifiers for osteoporosis characterization in digital radiographs

    Article • March 2019, SPIE

    Professor Rachid Jennane

  33. Evaluation of fractional Brownian motion synthesis methods using the SVM classifier

    Article • Biomedical Signal Processing and Control, March 2019, Elsevier

    Professor Rachid Jennane

  34. Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging

    Article • Multimedia Tools and Applications, January 2019, Springer Science + Business Media

    Professor Rachid Jennane

  35. Knee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative

    Article • January 2019, Springer Science + Business Media

    Professor Rachid Jennane

  36. Robust, Blind Multichannel Image Identification And Restoration Using Stack Decoder

    Article • IET Image Processing, November 2018, the Institution of Engineering and Technology (the IET)

    Professor Rachid Jennane, fouad boudjenouia

  37. A new weighted normal-based filter for 3D mesh denoising

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  38. Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  39. Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  40. Discrimination of Osteopathic Patients using Logistic Regression Model

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  41. Response to Letter to the Editor: ‘Subchondral tibial bone texture predicts the incidence of radiographic knee osteoarthritis: data from the osteoarthritis initiative: methodological issues’

    Article • Osteoarthritis and Cartilage, June 2018, Elsevier

    Professor Rachid Jennane

  42. A Computational Tool for Enhancing Ischemic Stroke in Computed Tomography Examinations

    Article • May 2018, Springer Science + Business Media

    Professor Rachid Jennane

  43. Study of the relative magnitude in the wavelet domain for texture characterization

    Article • Signal Image and Video Processing, May 2018, Springer Science + Business Media

    Professor Rachid Jennane

  44. Texture analysis using complex wavelet decomposition for knee osteoarthritis detection: Data from the osteoarthritis initiative

    Article • Computers & Electrical Engineering, May 2018, Elsevier

    Professor Rachid Jennane

  45. Ischemic stroke enhancement using a variational model and the expectation maximization method

    Article • European Radiology, April 2018, Springer Science + Business Media

    Professor Rachid Jennane

  46. Ischemic stroke enhancement in computed tomography scans using a computational approach

    Article • March 2018, SPIE

    Professor Rachid Jennane

  47. Oriented fractal analysis for improved bone microarchitecture characterization

    Article • Biomedical Signal Processing and Control, January 2018, Elsevier

    Professor Rachid Jennane

  48. Subchondral tibial bone texture predicts the incidence of radiographic knee osteoarthritis: data from the Osteoarthritis Initiative

    Article • Osteoarthritis and Cartilage, December 2017, Elsevier

    Professor Rachid Jennane

  49. Classification of the trabecular bone structure of osteoporotic patients using machine vision

    Article • Computers in Biology and Medicine, December 2017, Elsevier

    Professor Rachid Jennane

  50. 3D Reconstruction of the proximal femur shape from few pairs of x-ray radiographs

    Article • Signal Processing Image Communication, November 2017, Elsevier

    Professor Rachid Jennane

  51. Osteoporosis diagnosis using frequency separation and fractional Brownian motion

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  52. Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone

    Article • IEEE Transactions on Medical Imaging, October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  53. Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization

    Article • IEEE Journal of Biomedical and Health Informatics, September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  54. Segmentation of muscle and skeletal tissues in HR-pQCT images

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  55. A proposed computer-aided diagnosis system for Parkinson's disease classification using123I-FP-CIT imaging

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  56. Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  57. Trabecular bone characterization using circular parametric models

    Article • Biomedical Signal Processing and Control, March 2017, Elsevier

    Professor Rachid Jennane

  58. Subchondral tibial bone texture analysis predicts knee osteoarthritis progression: data from the Osteoarthritis Initiative

    Article • Osteoarthritis and Cartilage, February 2017, Elsevier

    Professor Rachid Jennane

  59. Special Section Guest Editorial: Perceptually Driven Visual Information Analysis

    Article • Journal of Electronic Imaging, January 2017, SPIE

    Professor Rachid Jennane

  60. Fully anisotropic morlet transform for the study of the trabecular bone texture variations

    Article • January 2017, ACM (Association for Computing Machinery)

    Professor Rachid Jennane

  61. Dual active contours model for HR-pQCT cortical bone segmentation

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  62. On the use of image quality measures for image restoration

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  63. Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  64. Fuzzy energy based active contours model for HR-PQCT cortical bone segmentation

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  65. Sequential stack decoder for multichannel image restoration

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  66. Implications of the calf musculature and Achilles tendon architectures for understanding the site of injury

    Article • Journal of Biomechanics, May 2016, Elsevier

    Professor Rachid Jennane

  67. Trabecular bone texture classification using wavelet leaders

    Article • March 2016, SPIE

    Professor Rachid Jennane

  68. Trabecular Bone Radiograph Characterization Using Lacunarity Measurement

    Article • March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  69. Osteoporosis diagnosis using steerable pyramid decomposition and fractional Brownian motion

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  70. The use of dual-energy X-ray absorptiometry images to evaluate the risk of bone fracture

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  71. Association Between Individual Calf Muscle Volume And Achilles Tendon Enthesis Morphology

    Article • Medicine & Science in Sports & Exercise, May 2015, Wolters Kluwer Health

    Professor Rachid Jennane

  72. Application of chemometric algorithms to MALDI mass spectrometry imaging of pharmaceutical tablets

    Article • Journal of Pharmaceutical and Biomedical Analysis, February 2015, Elsevier

    Professor Rachid Jennane

  73. Fracture Discrimination by Combined Bone Mineral Density (BMD) and Microarchitectural Texture Analysis

    Article • Calcified Tissue International, January 2015, Springer Science + Business Media

    Professor Rachid Jennane

  74. Investigation of the meteorites porosity by X-ray tomography and 3D image processing

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  75. Osteoporosis Diagnosis Using Fractal Analysis and Support Vector Machine

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  76. Mechanical assessment of trabecular bone stiffness using hybrid skeleton and finite element analysis

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, August 2014, Taylor & Francis

    Professor Rachid Jennane, Eric LESPESSAILLES

  77. Image processing for the non-destructive characterization of porous media. Application to limestones and trabecular bones

    Article • Mathematics and Computers in Simulation, May 2014, Elsevier

    Professor Rachid Jennane

  78. A variational model for trabecular bone radiograph characterization

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Maïtine Bergounioux, Professor Rachid Jennane

  79. Changes in prevalence of calcaneal spurs in men & women: a random population from a trauma clinic

    Article • BMC Musculoskeletal Disorders, March 2014, Springer Science + Business Media

    Professor Rachid Jennane

  80. Piecewise Whittle estimator for trabecular bone radiograph characterization

    Article • Biomedical Signal Processing and Control, November 2013, Elsevier

    Professor Rachid Jennane

  81. Combined finite element model of human proximal femur behaviour considering remodeling and fracture

    Article • IRBM, April 2013, Elsevier

    Professor Rachid Jennane

  82. 3D Femur Reconstruction Using X-Ray Stereo Pairs

    Article • January 2013, Springer Science + Business Media

    Professor Rachid Jennane

  83. Assessment of bone mineral density and radiographic texture analysis at the tibial subchondral bone

    Article • Osteoporosis International, November 2012, Springer Science + Business Media

    Professor Rachid Jennane

  84. Osteoporosis assessment using Multilayer Perceptron neural networks

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  85. One dimensional local binary pattern for bone texture characterization

    Article • Pattern Analysis and Applications, September 2012, Springer Science + Business Media

    Professor Rachid Jennane

  86. Texture analysis using dual tree M-band and Rényi entropy. Application to osteoporosis diagnosis on bone radiographs

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  87. Early diagnosis of osteoporosis using Artificial Neural Networks and Support Vector Machines

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  88. Texture Analysis for Trabecular Bone X-Ray Images Using Anisotropic Morlet Wavelet and Rényi Entropy

    Article • January 2012, Springer Science + Business Media

    Professor Rachid Jennane

  89. 3D shape-dependent thinning method for trabecular bone characterization

    Article • Medical Physics, December 2011, Wiley

    Professor Rachid Jennane

  90. Modeling of biological doses and mechanical effects on bone transduction

    Article • Journal of Theoretical Biology, April 2011, Elsevier

    Professor Rachid Jennane

  91. Non-destructive characterization: By 3D image processing of Moroccan meteorites

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  92. Genetic algorithm and image processing for osteoporosis diagnosis

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  93. A New Method for 3D Thinning of Hybrid Shaped Porous Media Using Artificial Intelligence. Application to Trabecular Bone

    Article • Journal of Medical Systems, May 2010, Springer Science + Business Media

    Professor Rachid Jennane

  94. Trabecular Bone Anisotropy Characterization Using 1D Local Binary Patterns

    Article • January 2010, Springer Science + Business Media

    Professor Rachid Jennane

  95. 3D Image Analysis and Artificial Intelligence for Bone Disease Classification

    Article • Journal of Medical Systems, May 2009, Springer Science + Business Media

    Professor Rachid Jennane

  96. Shape classification techniques for discrete 3D porous media. Application to trabecular bone

    Article • August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  97. Estimation of the 3D self-similarity parameter of trabecular bone from its 2D projection

    Article • Medical Image Analysis, February 2007, Elsevier

    Professor Rachid Jennane

  98. An EMG fractal indicator having different sensitivities to changes in force and muscle fatigue during voluntary static muscle contractions

    Article • Journal of Electromyography and Kinesiology, April 2005, Elsevier

    Professor Rachid Jennane

  99. Piecewise fractional Brownian motion

    Article • IEEE Transactions on Signal Processing, March 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  100. Fractal anisotropy measurement of bone texture radiographs

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  101. Fast and exact synthesis for 1-D fractional Brownian motion and fractional Gaussian noises

    Article • IEEE Signal Processing Letters, November 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  102. Fractal analysis of bone X-ray tomographic microscopy projections

    Article • IEEE Transactions on Medical Imaging, May 2001, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane

  103. Fractal Analysis of Radiographic Trabecular Bone Texture and Bone Mineral Density: Two Complementary Parameters Related to Osteoporotic Fractures

    Article • Journal of Bone and Mineral Research, April 2001, Oxford University Press (OUP)

    Professor Rachid Jennane

  104. Fractal Analysis of Trabecular Bone Texture on Radiographs: Discriminant Value in Postmenopausal Osteoporosis

    Article • Osteoporosis International, November 1998, Springer Science + Business Media

    Professor Rachid Jennane

  105. Fractal organization of trabecular bone images on calcaneus radiographs

    Article • Journal of Bone and Mineral Research, December 1994, Oxford University Press (OUP)

    Professor Rachid Jennane

  106. DETERMINATION OF FRACTAL SCALES ON TRABECULAR BONE X-RAY IMAGES

    Article • Fractals, September 1994, World Scientific Pub Co Pte Lt

    Professor Rachid Jennane

  107. Quality of synthesis and analysis methods for fractional Brownian motion

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Rachid Jennane