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ORCIDMohammed Benjelloun
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2020 – today
- 2023
[j31]Olivier Debauche
, Jean Bertin Nkamla Penka, Moad Hani, Adriano Guttadauria, Rachida Ait Abdelouahid, Kaouther Gasmi, Ouafae Ben Hardouz, Frédéric Lebeau, Jérôme Bindelle, Hélène Soyeurt, Nicolas Gengler, Pierre Manneback, Mohammed Benjelloun, Carlo Bertozzi:
Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data. Inf. 14(6): 345 (2023)- 2020
- [j30]Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun:
Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images. Int. J. Comput. Assist. Radiol. Surg. 15(9): 1491-1500 (2020) - [c42]Yassine Amkrane, Mohammed El Adoui, Mohammed Benjelloun:
Towards Breast Cancer Response Prediction using Artificial Intelligence and Radiomics. Cloudtech 2020: 1-5 - [i2]Nathaniel Braman, Mohammed El Adoui, Manasa Vulchi, Paulette Turk, Maryam Etesami, Pingfu Fu, Kaustav Bera, Stylianos Drisis, Vinay Varadan, Donna Plecha, Mohammed Benjelloun, Jame Abraham, Anant Madabhushi:
Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study. CoRR abs/2001.08570 (2020)
2010 – 2019
- 2019
- [j29]Sidi Ahmed Mahmoudi, Mohammed Amin Belarbi, El Wardani Dadi, Saïd Mahmoudi, Mohammed Benjelloun:
Cloud-Based Image Retrieval Using GPU Platforms. Comput. 8(2): 48 (2019) - [j28]Mohammed El Adoui, Sidi Ahmed Mahmoudi, Mohamed Amine Larhmam, Mohammed Benjelloun:
MRI Breast Tumor Segmentation Using Different Encoder and Decoder CNN Architectures. Comput. 8(3): 52 (2019) - [c41]Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun:
Predict Breast Tumor Response to Chemotherapy Using a 3D Deep Learning Architecture Applied to DCE-MRI Data. IWBBIO (2) 2019: 33-40 - [c40]Mohammed El Adoui, Mohamed Amine Larhmam, Stylianos Drisis, Mohammed Benjelloun:
Deep Learning approach predicting breast tumor response to neoadjuvant treatment using DCE-MRI volumes acquired before and after chemotherapy. Medical Imaging: Computer-Aided Diagnosis 2019: 109502I - 2018
- [j27]Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun:
A PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1233-1243 (2018) - [j26]Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi:
GPU-based Acceleration of Methods based on Clock Matching Metric for Large Scale 3D Shape Retrieval. Scalable Comput. Pract. Exp. 19(1): 31-38 (2018) - [c39]Mohammed Benjelloun, Mohammed El Adoui, Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi:
Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning. Cloudtech 2018: 1-6 - [c38]Mohamed Amine Larhmam, Saïd Mahmoudi, Stylianos Drisis, Mohammed Benjelloun:
A Texture Analysis Approach for Spine Metastasis Classification in T1 and T2 MRI. IWBBIO (2) 2018: 198-211 - [c37]Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi, Mohamed Amine Larhmam:
Content-based 3D shape retrieval using deep learning approach. LOPAL 2018: 56:1-56:4 - [i1]Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi:
3D shape retrieval basing on representatives of classes. CoRR abs/1810.09008 (2018) - 2017
- [j25]Jean-Christophe Kucwaj, Serge Reboul, Georges Stienne, Jean-Bernard Choquel, Mohammed Benjelloun:
Circular Regression Applied to GNSS-R Phase Altimetry. Remote. Sens. 9(7): 651 (2017) - [c36]Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun:
Analyzing breast tumor heterogeneity to predict the response to chemotherapy using 3D MR images registration. ICSDE 2017: 56-63 - 2016
- [j24]Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
Accurate Pseudorange Estimation by Means of Code and Phase Delay Integration: Application to GNSS-R Altimetry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(10): 4854-4864 (2016) - [c35]Karim El Mokhtari, Serge Reboul, Jean-Bernard Choquel, Benaissa Amami, Mohammed Benjelloun:
Indoor localization by particle map matching. CIST 2016: 812-817 - [c34]Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
A model-based angle unwrapper: Application to the GNSS-R Interference Pattern Technique. FUSION 2016: 2095-2100 - [c33]Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
High rate interference pattern technique applied to real time altimetry. IGARSS 2016: 5631-5634 - 2014
- [j23]Mohamed Amine Larhmam, Mohammed Benjelloun, Saïd Mahmoudi:
Vertebra identification using template matching modelmp and $K$ -means clustering. Int. J. Comput. Assist. Radiol. Surg. 9(2): 177-187 (2014) - [j22]Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun:
A multi-temporal multi-sensor circular fusion filter. Inf. Fusion 18: 86-100 (2014) - [j21]Miguel Angel Ribot, Jean-Christophe Kucwaj, Cyril Botteron, Serge Reboul, Georges Stienne, Jérôme Leclère, Jean-Bernard Choquel, Pierre-André Farine, Mohammed Benjelloun:
Normalized GNSS Interference Pattern Technique for Altimetry. Sensors 14(6): 10234-10257 (2014) - [j20]Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
Cycle slip detection and repair with a circular on-line change-point detector. Signal Process. 100: 51-63 (2014) - [c32]Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
Circular multiple change-points estimation applied to the GPS-L2C phase signal. FUSION 2014: 1-6 - [c31]Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback:
A Portable Multi-CPU/Multi-GPU Based Vertebra Localization in Sagittal MR Images. ICIAR (2) 2014: 209-218 - [c30]Karim El Mokhtari, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Salaheddine Hamdoune, Benaissa Amami, Mohammed Benjelloun:
A map matching algorithm based on a particle filter. ICMCS 2014: 723-727 - 2013
- [j19]Monir Azmani, Serge Reboul, Mohammed Benjelloun:
Non-Linear Fusion of Observations Provided by Two Sensors. Entropy 15(7): 2698-2715 (2013) - [j18]Gilles Roussel, Laurent Bourgois, Mohammed Benjelloun, Gilles Delmaire:
Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: Application to air field monitoring. Inf. Fusion 14(4): 335-348 (2013) - [j17]Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun:
Semi-physical neural modeling for linear signal restoration. Neural Networks 38: 90-101 (2013) - [j16]Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun:
GNSS dataless signal tracking with a delay semi-open loop and a phase open loop. Signal Process. 93(5): 1192-1209 (2013) - [j15]Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun:
Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization. IEEE Trans. Biomed. Eng. 60(11): 3256-3264 (2013) - [c29]Karim El Mokhtari, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Salaheddine Hamdoune, Benaissa Amami, Mohammed Benjelloun:
A circular interacting multi-model filter applied to map matching. FUSION 2013: 1473-1478 - 2012
- [j14]Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi:
Cervical spine mobility analysis on radiographs: A fully automatic approach. Comput. Medical Imaging Graph. 36(8): 634-642 (2012) - [c28]Nicolas Dechamps, Michel Bagein, Mohammed Benjelloun, Saïd Mahmoudi:
Boosting Open-Source Database Engines with Graphics Processors. 3PGCIC 2012: 262-266 - [c27]Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi:
Descriptive Image Feature for Object Detection in Medical Images. ICIAR (2) 2012: 331-338 - [c26]Mohamed Amine Larhmam, Saïd Mahmoudi, Mohammed Benjelloun:
Semi-automatic detection of cervical vertebrae in X-ray images using generalized hough transform. IPTA 2012: 396-401 - [c25]Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi:
Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI 2012: 1284-1287 - [c24]Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun:
Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model. MICCAI (2) 2012: 446-453 - [c23]Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi:
Fully automatic vertebra detection in x-ray images based on multi-class SVM. Medical Imaging: Image Processing 2012: 83142D - 2011
- [j13]Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron:
A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach. Int. J. Biomed. Imaging 2011: 621905:1-621905:14 (2011) - [j12]Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback:
Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images. Int. J. Biomed. Imaging 2011: 640208:1-640208:12 (2011) - [c22]Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun:
A multi-sensor circular particle filter applied to the fusion of the GPS-L2C channels. FUSION 2011: 1-8 - 2010
- [j11]Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun:
A hybrid fusion system applied to off-line detection and change-points estimation. Inf. Fusion 11(4): 325-337 (2010) - [c21]Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron:
A New Semi-automatic Approach for X-ray Cervical Images Segmentation using Active Shape Model. BIOSIGNALS 2010: 501-506 - [c20]Monir Azmani, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
Information fusion applied to the tracking of GPS pilot and data channels. FUSION 2010: 1-8 - [c19]Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi:
Points of interest detection in cervical spine radiographs by polygonal approximation. IPTA 2010: 81-86
2000 – 2009
- 2009
- [j10]Jean-Charles Noyer, Patrick Lanvin, Mohammed Benjelloun:
Correlation-based particle filter for 3D object tracking. Integr. Comput. Aided Eng. 16(2): 165-177 (2009) - [j9]Mohammed Benjelloun, Saïd Mahmoudi:
Spine Localization in X-ray Images Using Interest Point Detection. J. Digit. Imaging 22(3): 309-318 (2009) - [c18]Monir Azmani, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun:
A recursive fusion filter for angular data. ROBIO 2009: 882-887 - 2008
- [j8]Mohammed Benjelloun, Saïd Mahmoudi:
X-ray image segmentation for vertebral mobility analysis. Int. J. Comput. Assist. Radiol. Surg. 2(6): 371-383 (2008) - [c17]Wassim Khoder, Bienvenu Fassinut-Mombot, Mohammed Benjelloun:
Quaternion Unscented Kalman Filtering for integrated Inertial Navigation and GPS. FUSION 2008: 1-8 - [c16]Khalid Touil, Mourad Zribi, Mohammed Benjelloun:
Performance analysis of GPS/INS integrated system by using a non-linear mathematical model. MFI 2008: 47-51 - 2007
- [j7]Khalid Touil, Mourad Zribi, Mohammed Benjelloun:
Application of transferable belief model to navigation system. Integr. Comput. Aided Eng. 14(1): 93-105 (2007) - [j6]Mohammed Benjelloun, H. J. Tellez Oliva, R. Prévot:
Edge Closing of Synthetic and Real Images using Polynomial Fitting. J. Convergence Inf. Technol. 2(4): 8-19 (2007) - [c15]Mohammed Benjelloun, G. Rico, Saïd Mahmoudi, R. Prévot:
Vertebral Mobility Analysis Using Anterior Faces Detection. ACIVS 2007: 897-908 - [c14]Saïd Mahmoudi, Mohammed Benjelloun:
A New Approach for Cervical Vertebrae Segmentation. CIARP 2007: 753-762 - [c13]Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun:
Bayesian off-line segmentation applied to multi-carrier GPS signals fusion. FUSION 2007: 1-8 - [c12]Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun:
Inversion of a semi-physical ode model. ICINCO-ICSO 2007: 364-371 - 2006
- [j5]Serge Reboul, Mohammed Benjelloun:
Joint segmentation of the wind speed and direction. Signal Process. 86(4): 744-759 (2006) - [c11]Khalid Touil, Mourad Zribi, Mohammed Benjelloun:
Using the transferable belief model to vehicle navigation system. ICINCO-RA 2006: 10-17 - [c10]Mohammed Benjelloun, Saïd Mahmoudi, Horacio Tellez:
Vertebrae EDGE Detection and Motion Estimation with Polar Signature. ICIP 2006: 761-764 - [c9]Mohammed Benjelloun, Horacio Tellez, Saïd Mahmoudi:
Vertebra Edge Detection Using Polar Signature. ICPR (1) 2006: 476-479 - [c8]Jamila Kacemi, Serge Reboul, Mohammed Benjelloun:
Information Fusion in a Hybrid Tightly Coupled GPS/Dead-Reckoning Positioning System. MFI 2006: 450-455 - 2005
- [j4]Jean-Charles Noyer, Christophe Boucher, Mohammed Benjelloun:
3d Structure and Motion Estimation from Range and Intensity Images Using Particle Filtering. Int. J. Image Graph. 5(3): 639-662 (2005) - [c7]Mohammed Benjelloun:
Segmentation and Feature Extraction to Evaluate the Stomach Dynamic. CRV 2005: 437-443 - [c6]Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun:
Multi-band GPS signal tracking in a high dynamic maneuvering situation. ICINCO 2005: 258-263 - [c5]Patrick Lanvin, Jean-Charles Noyer, Mohammed Benjelloun:
An hardware architecture for 3D object tracking and motion estimation. ICME 2005: 326-329 - 2004
- [j3]Jean-Charles Noyer, Patrick Lanvin, Mohammed Benjelloun:
Non-linear matched filtering for object detection and tracking. Pattern Recognit. Lett. 25(6): 655-668 (2004) - 2003
- [j2]Jean-Charles Noyer, Christophe Boucher, Mohammed Benjelloun:
3D particle tracking using an active vision. Pattern Recognit. Lett. 24(9-10): 1227-1240 (2003) - [c4]Patrick Lanvin, Jean-Charles Noyer, Mohammed Benjelloun:
Non-linear estimation of image motion and tracking. ICME 2003: 781-784 - 2001
- [j1]Christophe Boucher, Jean-Charles Noyer, Mohammed Benjelloun:
3D structure and motion recovery in a multisensor framework. Inf. Fusion 2(4): 271-285 (2001)
1990 – 1999
- 1994
- [c3]A. Sdigui, Mohammed Benjelloun:
Moving Object Reconstruction from 3D Segments using a Fixed Camera. ICIP (1) 1994: 554-558 - 1993
- [c2]K. Kaoula, Mohammed Benjelloun, Bernard Dubuisson:
Three-dimensional region matching and tracking in a long binocular image sequence. VCIP 1993 - 1992
- [c1]Anrong Peng, Bernard Dubuisson, Mohammed Benjelloun:
A study on the forms of smoothing filters for step and ramp edge detection. ICPR (3) 1992: 741-744 - [p1]Jacques Teghem, Mohammed Benjelloun:
Some Experiments to Compare Rough Sets Theory and Ordinal Statistical Methods. Intelligent Decision Support 1992: 267-286
Coauthor Index
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