A T M S Advanced Technologies For Medicine and Signals

A T M S مخبر البحث في التكنولوجيات المتقدمة في الإشارة و الطب

Journals

  1. Amira ECHTIOUI, Wassim ZOUCH, Mohamed GHORBEL, Chokri MHIRI, Habib HAMAM (2023), “Classification of BCI multi-class motor imagery task based on modified Artificial Neural Network” Clinical EEG & Neuroscience
  2. Hind Hallabia, Habib Hamam & Ahmed Ben Hamida (2022). A novel detail injection framework using latent low-rank decomposition for multispectral pan-sharpening. Multimed Tools Appl, https://doi.org/10.1007/s11042-022-12770-x
  3. Besma MNASSRI, Fathi KALLEL, Amira ECHTIOUI, Ahmed BEN HAMIDA, Mariem DAMMAK, Chokri MHIRI (2022), “MRI contrast enhancement using singular value decomposition and brightness preserving dynamic fuzzy histogram equalization applied to multiple sclerosis patients”, Signal, Image, and video processing, https://doi.org/10.1007/s11760-022-02416-8
  4. Besma MNASSRI, Amira ECHTIOUI, Fathi KALLEL, Ahmed BEN HAMIDA, Mariem DAMMAK, Chokri MHIRI, Kheireddine Ben Mahfoudh(2022), “New Contrast Enhancement Method for Multiple Sclerosis Lesion Detection”, Journal of Digital Imaging, https://doi.org/10.1007/s11760-022-02416-8
  5. Mouna Sahnoun, Fathi Kallel, Mariem Dammak, Omar Kammoun, Chokri Mhiri, Kheireddine Ben Mahfoudh & Ahmed Ben Hamida (2020). Spinal cord MRI contrast enhancement using adaptive gamma correction for patient with multiple sclerosis. Signal, Image and Video Processing, 14(2), 377-385.
  6. Hind Hallabia, Habib Hamam, & Ahmed Ben Hamida (2020). An optimal use of SCE-UA method cooperated with superpixel segmentation for pansharpening. IEEE Geoscience and Remote Sensing Letters.
  7. Hind Hallabia, Habib Hamam & Ahmed Ben Hamida (2020). A context-driven pansharpening method using superpixel based texture analysis. International Journal of Image and Data Fusion, 1-22.
  8. Omar Trigui, Saoussan Daoud, Mohamed Ghorbel & Chokri Mhiri (2020). SSVEP Enhancement Using Moving Average Filter Controlled by Phase Features. Computational Intelligence and Neuroscience, 2020.
  9. Amira Echtioui, Wassim Zouch, Mohamed Ghorbel, Chokri Mhiri & Habib Hamam (2020). Detection Methods of COVID-19. SLAS TECHNOLOGY: Translating Life Sciences Innovation, 25(6), 566-572.
  10. Ines Njeh, Khalil Chtourou & Ahmed Ben Hamida (2020). Relative Ectopic Kidney Function Quantification Using DMSA Tomoscintigraphy Modality. Journal of healthcare engineering, 2020.
  11. Hiba Mzoughi, Ines Njeh, Ali Wali, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, & Ben Mahfoudhe Kheireddine (2020). Deep multi-scale 3D convolutional neural network (CNN) for MRI gliomas brain tumor classification. Journal of Digital Imaging, 33, 903-915.
  12. Ines Njeh, Hiba Mzoughi, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, & Kheireddine Ben Mahfoudh (2020). Deep Convolutional Encoder-Decoder algorithm for MRI brain reconstruction. Medical & Biological Engineering & Computing, 1-22.
  13. Mzoughi, H., Njeh, I., Slima, M. B., Hamida, A. B., Mhiri, C., & Mahfoudh, K. B. (2019). Denoising and contrast-enhancement approach of magnetic resonance imaging glioblastoma brain tumors. Journal of Medical Imaging, 6(4), 044002.
  14. Chaabane, M., Mansouri, M., Abodayeh, K., Ben Hamida, A., Nounou, H., & Nounou, M. (2019). Effective fault detection in structural health monitoring systems. Advances in Mechanical Engineering. https://doi.org/10.1177/1687814019873234
  15. B Ameur, M Belahcene, S Masmoudi, AB Hamida. Hybrid descriptors and Weighted PCA-EFMNet for Face Verification in the Wild - International Journal of Multimedia Information, 2019
  16. Sahnoun, M., Kallel, F., Dammak, M., Kammoun, O., Mhiri, C., Mahfoudh, K. B., & Hamida, A. B. (2019). A Modified DWT-SVD Algorithm for T1-w Brain MR Images Contrast Enhancement. IRBM, 40(4), 235-243.
  17. Bilel Ameur, Belahcene, M., Masmoudi, S. et al. Efficient Hybrid Descriptor for Face Verification in the Wild Using the Deep Learning Approach. Opt. Mem. Neural Networks 28, 151–164 (2019) doi:10.3103/S1060992X19030020
  18. Bougacha, A., Boughariou, J., Njeh, I., Kammoun, O., Mahfoudh, K. B., Dammak, M., ... & Hamida, A. B. (2019). A RANK-TWO NMF CLUSTERING: APPLICATION TO GLIOBLASTOMAS CHARACTERIZATION AND COMPARATIVE STUDY. Biomedical Engineering: Applications, Basis and Communications, 31(03), 1950019.
  19. RHAYMA, Hanen, MAKHLOUFI, Achraf, HAMAM, Habib, et al. Semi-fragile self-recovery watermarking scheme based on data representation through combination. Multimedia Tools and Applications, 2019, p. 1-23.
  20. GHRIBI, Olfa, MAALEJ, Amira, SELLAMI, Lamia, et al. Advanced methodology for multiple sclerosis lesion exploring: Towards a computer aided diagnosis system. Biomedical Signal Processing and Control, 2019, vol. 49, p. 274-288.
  21. BAKLOUTI, Imen, MANSOURI, Majdi, BEN HAMIDA, Ahmed, et al. Enhanced Operation of Wastewater Treatment Plant using State Estimation-based Fault Detection Strategies. International Journal of Control, 2019, no just-accepted, p. 1-29.
  22. BOUGACHA, Aymen, BOUGHARIOU, Jihene, NJEH, Ines, et al. A RANK-TWO NMF CLUSTERING: APPLICATION TO GLIOBLASTOMAS CHARACTERIZATION AND COMPARATIVE STUDY. Biomedical Engineering: Applications, Basis and Communications, 2019, vol. 31, no 03, p. 1950019.
  23. Hanen Rhayma, Achraf Makhloufi, Habib Hamam, Ahmed Ben Hamida. Self-Embedding Watermarking Scheme Based On Discrete Wavelet Domain. The International Journal of Engineering and Science (IJES), 2018.
  24. BOUGACHA, Aymen, NJEH, Ines, BOUGHARIOU, Jihene, et al. Rank-Two NMF Clustering for Glioblastoma Characterization. Journal of healthcare engineering, 2018, vol. 2018.
  25. CHAABANE, Marwa, MANSOURI, Majdi, BEN HAMIDA, Ahmed, et al. Multivariate statistical process control-based hypothesis testing for damage detection in structural health monitoring systems. Structural Control and Health Monitoring, 2019, vol. 26, no 1, p. e2287.
  26. GHRIBI, Olfa, SELLAMI, Lamia, SLIMA, Mohamed Ben, et al. Multiple sclerosis exploration based on automatic MRI modalities segmentation approach with advanced volumetric evaluations for essential feature extraction. Biomedical Signal Processing and Control, 2018, vol. 40, p. 473-487.
  27. BAKLOUTI, Imen, MANSOURI, Majdi, HAMIDA, Ahmed Ben, et al. Monitoring of wastewater treatment plants using improved univariate statistical technique. Process Safety and Environmental Protection, 2018, vol. 116, p. 287-300.
  28. BAKLOUTI, Imen, MANSOURI, Majdi, HAMIDA, Ahmed Ben, et al. Monitoring of Wastewater Treatment Plants using Improved Univariate Statistical Strategy. IFAC-PapersOnLine, 2018, vol. 51, no 24, p. 428-432.
  29. CHAABANE, Marwa, MANSOURI, Majdi, HAMIDA, Ahmed Ben, et al. Monitoring of Structural Systems Using Improved Data Driven Damage Detection Technique. IFAC-PapersOnLine, 2018, vol. 51, no 24, p. 843-848.
  30. MANSOURI, Majdi, BAKLOUTI, Raoudha, HARKAT, Mohamed Faouzi, et al. Kernel Generalized Likelihood Ratio Test for Fault Detection of Biological Systems. IEEE transactions on nanobioscience, 2018, vol. 17, no 4, p. 498-506.
  31. AMRI, Ons, MANSOURI, Majdi, AL-KHAZRAJI, Ayman, et al. Improved model based fault detection technique and application to humanoid robots. Mechatronics, 2018, vol. 53, p. 140-151.
  32. HAJRI, Sarra, KALLEL, Fathi, HAMIDA, Ahmed Ben, et al. Finger-knuckle-print image enhancement based on brightness preserving dynamic fuzzy histogram equalization and filtering process. Journal of Electronic Imaging, 2018, vol. 27, no 3, p. 033035.
  33. Dhoha Daoud, Maissa DaoudMohamed GhorbelAhmed Ben Hamida, Design of Dual Band Wireless Power and Data Through RF Transmission for Biomedical Implants, BioNanoScience,BioNanoSci. (2018) 8: 237. https://doi.org/10.1007/s12668-017-0472-5
  34. Fathi Kallel, Mouna SahnounAhmed Ben HamidaKhalil Chtourou, CT scan contrast enhancement using singular value decomposition and adaptive gamma correction, Signal, Image and Video Processing,2018, DOI: 10.1007/s11760-017-1232-2
  35. Fathi Kallel and Ahmed Ben Hamida, A New Adaptive Gamma Correction-Based Algorithm Using DWT-SVD for Non-Contrast CT Image Enhancement, IEEE Transactions on NanoBioscience, 2017, DOI: 10.1109/TNB.2017.2771350
  36. L. JARBOUI, Y. DEVILLE, S. HOSSEINI, R. GUIDARA, A. BEN HAMIDA, and L. T. DUARTE, “A Second-Order Blind Source Separation Method for Bilinear Mixtures”, Multidimensional Systems and Signal Processing Journal, pp 1–20, DOI10.1007s11045-017-0493-9, Mai 2017. (IF2016 1.436)
  37. Trigui, R., Mitéran, J., Walker, P. M., Sellami, L., & Hamida, A. B. (2017). Automatic classification and localization of prostate cancer using multi-parametric MRI/MRS. Biomedical Signal Processing and Control, 31, 189-198. 2017
  38. O. Trigui, W. Zouch et M. Ben Messaoud, “Hilbert-Huang Transform and Welch’s Method for Motor imagery based Brain Computer Interface”, International Journal of Cognitive Informatics and Natural Intelligence, Vol. 11, No. 3, pp. 47-68, (2017).
  39. Ghribi O., Sellami L., Ben Slima M., Mhiri C., Dammak M., Ben Hamida A. Multiple sclerosis exploration based on automatic MRI modalities segmentation approach with advanced volumetric evaluations for essential feature extraction. Biomed Signal Process Control. 40:473-487l. 2017
  40. Ghribi O., Sellami L., Ben Slima M., Mhiri C., Ben Mahfoudh K., Ben Hamida A.An Advanced MRI Multi-Modalities Segmentation Methodology Dedicated to Multiple Sclerosis Lesions Exploration and Differentiation. IEEE Trans Nanobioscience. 2017
  41. Majdi Mansouri, Mohamed Nounou and Hazem Nounou, "Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection," in IEEE Transactions on Emerging Topics in Computational Intelligence, vol. PP, no. 99, pp. 1-11.(2017)
  42. Majdi Mansouri, Mohamed Nounou and Hazem Nounou, "Improved Statistical Fault Detection Technique and Application to Biological Phenomena Modeled by S-Systems," in IEEE Transactions on NanoBioscience, vol. 16, no. 6, pp. 504-512, Sept. 2017
  43. Hind Hallabia and Abdelaziz Kallel and Synvie Le Hégarat-Mascle and Ahmed Ben Hamida, "High spectral quality pansharpening approach based on {MTF}-matched filter banks". "Multidimensional Systems and Signal Processing (Springer)", Vol., 27, n° 4, pp. 831—861, October 2016, issn="1573-0824".
  44. Tijani Delleji, Abdelaziz Kallel, Ahmed Ben Hamida. "Iterative scheme for MS image pansharpening based on the combination of multi-resolution decompositions". International Journal of Remote Sensing 37(24):6041- 6075 · November 2016.
  45. Marwa Chaabane, Majdi Mansouri, Hazem Nounou, Mohamed Nounou, Ahmed Ben Hamida, “Enhanced particle filter for states and parameters estimation in structural health monitoring applications” published in J Civil Struct Health Monitoring, Springer. (2016) 6: 521.
  46. Majdi Mansouri, Mohamed ZS, Raoudha Baklouti, Mohmed Nounou, Ahmed Ben Hamida, Nazmul Karim. "Statistical Fault Detection of Chemical Process- Comparative Studies". Journal of Chemical Engineering & Process Technology. 2016
  47. Rania Chakroun, Leila Beltaïfa Zouari, Mondher Frikha. "An improved Approach for Text-Independent Speaker Recognition". International Journal of Advanced Computer Science and Applications, Vol. 7, No. 8, 2016
  48. R. Trigui, J. Mitéran, P. M. Walker, L. Sellami, A. Ben Hamida. "Automatic classification and localization of prostate cancer using multi-parametric MRI/MRS". Biomedical and Signal Processing and Control Journal.
  49. Omar Trigui, Wassim Zouch, Mohamed Ben Messaoud. "Anti-Noise Capability Improvement of Minimum Energy Combination Method for SSVEP Detection". International Journal of Advanced Computer Science And Applications, Vol. 7, No. 9, 2016.
  50. A. Kallel, “MTF-adjusted PanSharpening Approach based on Coupled Mutliresolution Decompositions”, IEEE Transactions on Geosciences and Remote Sensing, 53(6), pp. 3124 - 3145.
  51. Baklouti, R., Mansouri, M., Nounou, H., & Hamida, A. B. " Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection". Journal of Computational Science. [doi:10.1016/j.jocs.2015.11.005]
  52. Boughariou J., Jallouli N., Zouch W., Ben Slima M., and Ben Hamida A., “Spatial Resolution Improvement of EEG Source Reconstruction using swLORETA”, IEEE TRANSACTIONS ON NANOBIOSCIENCE, [doi: 10.1109/TNB.2015.2477247].
  53. Boughariou J., Zouch W., Ben Slima M., Kammoun I., Ben Hamida A., “High-resolution imaging guided EEG source localization : Temporal Effect Regularization Incorporation in LORETA Inverse Solution”, J. Electron. Imaging 24(6), 061204 (2015). [doi: 10.1117/1.JEI.24.6.061204].
  54. Ines Njeh, Ismail Ben Ayed , Ahmed Ben Hamida ,Lamia Sallemi, Stephane Leheuricy &Damien Galanaut, “3D Multimodal MRI Brain Glioma Tumor and Edema Segmentation: A Graph Cut Distribution Matching Approach”, Computerized Medical Imaging and Graphics 40 (2015) 108–119, (IF: 1.496) (Inclus dans la liste des 25 articles CMIG les plus téléchargé pendant la période Dec2014-Feb2015).
  55. Lamia Sallemi ,Ines Njeh , and StephaneLehericy, ‘Towards A Computer Aided Prognosis for Brain Glioblastomas Tumor Growth Estimation’, IEEE Transactions on nanobiscience, 2015 Oct;14(7):727-33.(IF: 2.3).
  56. Lamia Sellami , Olfa Ben Sassi, khalil Chtourou & Ahmed Ben Hamida, “Breast Cancer Ultrasound Images' Sequence Exploration Using BI-RADS Features' Extraction: Towards an Advanced Clinical Aided Tool for Precise Lesion Characterization”, IEEE TRANSACTIONS ON NANOBIOSCIENCE, VOL. 14, NO. 7, 2015.
  57. W. Rekik, S. Le Hégarat, R. Reynaud, A. Kallel, A. Ben Hamida, “Dynamic Estimation of the Discernment Frame in Belief Function Theory: Application to Object Detection”, Information Sciences, 306(10), pp. 132-149, 10.1016/j.ins.2015.01.039.
  58. I. Njeh, L. Sallemi, M. Ben Slima ,K.Chtourou, S. Lehericy, D. Galanaud, C. Mhiri, A. Ben Hamida, An Advanced Computer-Aided Diagnosis For Brain Glioblastomas Tumor Exploration Using MRI Modality Imaging, 2014, Wulfenia Journal, Vol 21, No. 10;pp 1-37.
  59. Boubaker H., Rezoug N., Kheirallah M., Gorce P. and Alimi A.,"Spatio-temporal representation of 3D Hand Trajectory based on Beta-Elliptic models", in the International Journal of Computer Methods in Biomechanics and Biomedical Engineering (IJCMBBE), 2014, issue ahead-of-print , pages 1-16.
  60. T. Delleji., A. Kallel., A. Ben Hamida, ‘Multi-Spectral Image Adaptive Pansharpening based on Wavelet Transformation and NMDB approaches’, 2014, International Journal of Remote Sensing.
  61. M. Ghorbel, A. Derbel, F. Kallel, M. Samet & A. Ben Hamida, ‘Exploring Wavelet Transform Based Methodology for Cochlear Prosthesis Advanced Speech Prosessing Strategy’, 2013, Acta Acoustica United with ACUSTICA, Vol.100, 2014, 1-1.
  62. J.-L. Widlowski, B. Pinty, M. Lopatka, C. Atzberger, D. Buzica, M. Chelle, M. Disney, J-P. Gastellu-Etchegorry, M. Gerboles, N. Gobron, E. Grau, H. Huang, A. Kallel, H. Kobayashi, P. E. Lewis, W. Qin, M. Schlerf, J. Stuckens, and D. Xie, “The fourth radiation transfer model intercomparison (RAMI-IV): Proficiency testing of canopy reflectance models with ISO-13528”, 2013, JOURNAL OF GEOPHYSICAL RESEARCH: ATMOSPHERES, Vol. 118, pp.1-22
  63. A. Kallel, T. Nilson, “Revisiting the vegetation hot spot modeling: Case of Poisson/Binomial leaf distributions”, 2013, Journal of Remote Sensing of Environment, Vol. 130 pp.188-204.
  64. A. Kallel, C. Ottlé, S. Le Hégarat-Mascle, F. Maignan, and D. Courault, ‘Surface Temperature Downscaling From Multiresolution Instruments Based on Markov Models’, 2013, IEEE Transactions on Geoscience and Remote Sensing, VOL. 51, NO. 3, pp. 1588-1612.
  65. F. Kallel, R. Laboissiere, , A. Ben Hamida, , C. Berger-Vachon, , “Influence of a shift in frequency distribution and analysis rate on phoneme intelligibility in noisy environments for simulated bilateral cochlear implants”, 2013, Applied Acoustics-Elsevier, Vol. 74, pp. 10-17.
  66. R. Khemakhem, W. Zouch, I. Kammoun, M. Ben Slima, Philippe Derambure, A. Taleb-Ahmed, A. Ben Hamida, “Generators Localization in Electroencephalography using SSLOFO: Effect of Electrodes Configuration”, 2013, Wulfenia journal, pp. 394-407.
  67. M. Frikha, S. Masmoudi, A. Ben Hamida, “Advanced classification approach for neuronal phoneme recognition system based on efficient constructive training algorithm”, 2013, International Journal of Speech Technology, ISSN: 13812416, pp. 1997-2012.
  68. I. Ketata, L. Sallemi, F. Morain-Nicolier, M. Ben Slima, Al. Cochet, K. Chtourou, S. Ruan, A. Ben Hamida, “Factor analysis-based approach for early uptake automatic quantification of breast cancer by 18F-FDG PET images sequence”, 2013, Journal of Biomedical Signal Processing and Control, Vol.9, pp. 19-31.
  69. O.Ben Sassi, L. Sellami, M. Ben Slima, K. Chtourou, S. Zouari, A. Ben Hamida, “A Fully Automatic Method for Breast Lesions Segmentation in Ultrasound Images”, 2013, CiiT International Journal of Digital Image Processing, Vol 5, pp.117-125.
  70. O. Ben Sassi, L. sellami, M. Ben Slima, K. Chtourou, “Improved Spatial Gray Level Dependence Matrices For Texture Analysis” , 2013, International Journal of Computer Science & Information Technology (IJCSIT), Vol 4, No 6, pp. 209-219.
  71. Kallel, A., 2013, Revisiting the vegetation hot spot modeling: Case of Poisson/Binomialleaf distributions, Remote Sensing of Environment, Vol. 113, pp. 188–204.
  72. Kallel, A., Ottlé, C., Le Hégarat-Mascle, S., Maignan, F., and Courault, D., 2012, Surface Temperature Downscaling FromMultiresolution Instruments Basedon Markov Models, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSIN, Vol. 113, pp. 1-25.
  73. N. Tagougui, M. Kheirallah and A.M. Alimi, “Online 1 Arabic Handwriting Recognition: a survey”, International Journal on Document Analysis and Recognition, (IJDAR), 2012, Vol. 15, Num. 3, pp 01-18, 2012.
  74. Kallel, A., 2012, Extension of virtual flux decomposition model to the case of two vegetation layers: FDM-2, Journal of Quantitative Spectroscopy &Radiative Transfer, Vol. 113, pp. 440-460.
  75. Kallel, F., Frikha, M., Ghorbel, M., Ben Hamida, A., Berger-Vachon, C., 2012, Dual channel spectral subtraction algorithms based speech enhancement dedicated to a bilateral cochlear implant, Applied Acoustics-Elsevier, Vol. 73, pp. 12-20.
  76. Kallel, F., Ghorbel, M., Frikha, M., Berger-Vachon,C., Ben Hamida, A., 2012, A noise cross PSD estimator based on improved minimum statistics method fortwo-microphone speech enhancement dedicated to a bilateral cochlear implant, Applied Acoustics-Elsevier, Vol. 73, pp. 256-264.
  77. Derbel, A., Ghorbel, M., Kallel, F., Ben Hamida, A., 2012, A real-time implementation of cochlear implant stimulation strategy based on wavelet transform, International Journal of Biomedical Engineering and Technology, Vol. 10, No.3 pp. 275 – 295
  78. Frikha M., Masmoudi S., Ben Hamida A., Chtourou,M., 2012, Advanced classification approach for neuronal phoneme recognition system based on efficient constructive training algorithm, International Journal of Speech Technology, ISSN: 13812416, pp. 1997-2012.
  79. Frikha, M., Ben Hamida,A., 2012, A Comparitive Survey of ANN and Hybrid HMM/ANN Architectures for Robust Speech Recognition, American Journal of Intelligent Systems, Vol. 2, pp. 1-8.
  80. Frikha, M., Ben Hamida,A., Lahiani, M., 2011, Hidden Markov models (HMMs) isolated word recognizer with the optimization of acoustical analysis and modeling techniques, International Journal of the Physical Sciences, Vol. 6(22), pp. 5064–5074.
  81. Widlowski, J.L., Pinty, B., Clerici,M., Dai, Y., De Kauwe, M., Ridder, D., Kallel, A., Kobayashi,H., Lavergne, T., Ni Meister, W., Olchev,A. Quaife,T., Wang, S., Yang, W., Yang,Y. and Yuan, H., 2011, RAMI4PILPS: An intercomparison of formulationsfor the partitioning of solar radiation in land surface models, JOURNAL OF GEOPHYSICAL RESEARCH, Vol. 116, pp. 1-25.
  82. Masmoudi, S., Frikha, M., Chtourou, M., Ben Hamida, A., 2011, Efficient MLP constructive training algorithm using a neuronrecruiting approach for isolated word recognition system, Int J Speech Technology, Vol. 14, pp. 1-10.
  83. Ben Messaoud, Z., Ben Hamida, A., 2011, Combining formant frequency based on variable order LPCcoding with acoustic features for TIMIT phone recognition, Int J Speech Technology, Vol. 14, pp. 393-403.

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