Mohammed Benjelloun

80 papers A 2B 3C 12Journal 34Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Achieving Zero False Negatives: Optimizing Anomaly Detection with Genetic Neural Architecture Search. DeLTA Rabie Najem, Mohammed Benjelloun
2025	—	`conf`	Context-Aware Imputation for Parkinson's Disease Trajectories: Systematic Benchmark of Cross-Sectional, Temporal, and Generative Approaches. DeLTA Moad Hani, Nacim Betrouni, Fatima Zahra Ouardirhi, Saïd Mahmoudi, Mohammed Benjelloun
2025	C	`conf`	PPMI-Benchmark: A Dual Evaluation Framework for Imputation and Synthetic Data Generation in Longitudinal Parkinson's Disease Research. DATA Moad Hani, Nacim Betrouni, Saïd Mahmoudi, Mohammed Benjelloun
2023	J	`jnl`	Design, Simulation and Optimization of an Enhanced Vertical GaN Nanowire Transistor on Silicon Substrate for Power Electronic Applications. IEEE Access Mohammed Benjelloun, Zahraa Zaidan, Ali Soltani, Noëlle Gogneau, Denis Morris, Jean-Christophe Harmand, Hassan Maher
2023	J	`jnl`	Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data. Inf. 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
2020	J	`jnl`	Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study. CoRR 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
2020	J	`jnl`	Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images. Int. J. Comput. Assist. Radiol. Surg. Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
2020	—	`conf`	Towards Breast Cancer Response Prediction using Artificial Intelligence and Radiomics. Cloudtech Yassine Amkrane, Mohammed El Adoui, Mohammed Benjelloun
2019	J	`jnl`	Cloud-Based Image Retrieval Using GPU Platforms. Comput. Sidi Ahmed Mahmoudi, Mohammed Amin Belarbi, El Wardani Dadi, Saïd Mahmoudi, Mohammed Benjelloun
2019	—	`conf`	Deep Learning approach predicting breast tumor response to neoadjuvant treatment using DCE-MRI volumes acquired before and after chemotherapy. Computer-Aided Diagnosis Mohammed El Adoui, Mohamed Amine Larhmam, Stylianos Drisis, Mohammed Benjelloun
2019	J	`jnl`	MRI Breast Tumor Segmentation Using Different Encoder and Decoder CNN Architectures. Comput. Mohammed El Adoui, Sidi Ahmed Mahmoudi, Mohamed Amine Larhmam, Mohammed Benjelloun
2019	—	`conf`	Predict Breast Tumor Response to Chemotherapy Using a 3D Deep Learning Architecture Applied to DCE-MRI Data. IWBBIO (2) Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
2018	J	`jnl`	3D shape retrieval basing on representatives of classes. CoRR Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi
2018	J	`jnl`	A PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images. Int. J. Comput. Assist. Radiol. Surg. Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
2018	—	`conf`	A Texture Analysis Approach for Spine Metastasis Classification in T1 and T2 MRI. IWBBIO (2) Mohamed Amine Larhmam, Saïd Mahmoudi, Stylianos Drisis, Mohammed Benjelloun
2018	—	`conf`	Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning. Cloudtech Mohammed Benjelloun, Mohammed El Adoui, Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi
2018	—	`conf`	Content-based 3D shape retrieval using deep learning approach. LOPAL Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi, Mohamed Amine Larhmam
2018	J	`jnl`	GPU-based Acceleration of Methods based on Clock Matching Metric for Large Scale 3D Shape Retrieval. Scalable Comput. Pract. Exp. Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi
2017	—	`conf`	Analyzing breast tumor heterogeneity to predict the response to chemotherapy using 3D MR images registration. ICSDE Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
2017	J	`jnl`	Circular Regression Applied to GNSS-R Phase Altimetry. Remote. Sens. Jean-Christophe Kucwaj, Serge Reboul, Georges Stienne, Jean-Bernard Choquel, Mohammed Benjelloun
2016	C	`conf`	A model-based angle unwrapper: Application to the GNSS-R Interference Pattern Technique. FUSION Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2016	J	`jnl`	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. Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2016	C	`conf`	High rate interference pattern technique applied to real time altimetry. IGARSS Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2016	—	`conf`	Indoor localization by particle map matching. CIST Karim El Mokhtari, Serge Reboul, Jean-Bernard Choquel, Benaissa Amami, Mohammed Benjelloun
2014	—	`conf`	A Portable Multi-CPU/Multi-GPU Based Vertebra Localization in Sagittal MR Images. ICIAR (2) Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
2014	—	`conf`	A map matching algorithm based on a particle filter. ICMCS Karim El Mokhtari, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Salaheddine Hamdoune, Benaissa Amami, Mohammed Benjelloun
2014	J	`jnl`	A multi-temporal multi-sensor circular fusion filter. Inf. Fusion Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun
2014	C	`conf`	Circular multiple change-points estimation applied to the GPS-L2C phase signal. FUSION Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2014	J	`jnl`	Cycle slip detection and repair with a circular on-line change-point detector. Signal Process. Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2014	J	`jnl`	Normalized GNSS Interference Pattern Technique for Altimetry. Sensors Miguel Angel Ribot, Jean-Christophe Kucwaj, Cyril Botteron, Serge Reboul, Georges Stienne, Jérôme Leclère, Jean-Bernard Choquel, Pierre-André Farine, Mohammed Benjelloun
2014	J	`jnl`	Vertebra identification using template matching modelmp and $K$ -means clustering. Int. J. Comput. Assist. Radiol. Surg. Mohamed Amine Larhmam, Mohammed Benjelloun, Saïd Mahmoudi
2013	C	`conf`	A circular interacting multi-model filter applied to map matching. FUSION Karim El Mokhtari, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Salaheddine Hamdoune, Benaissa Amami, Mohammed Benjelloun
2013	J	`jnl`	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 Gilles Roussel, Laurent Bourgois, Mohammed Benjelloun, Gilles Delmaire
2013	J	`jnl`	GNSS dataless signal tracking with a delay semi-open loop and a phase open loop. Signal Process. Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun
2013	J	`jnl`	Non-Linear Fusion of Observations Provided by Two Sensors. Entropy Monir Azmani, Serge Reboul, Mohammed Benjelloun
2013	J	`jnl`	Semi-physical neural modeling for linear signal restoration. Neural Networks Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun
2013	J	`jnl`	Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization. IEEE Trans. Biomed. Eng. Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
2012	—	`conf`	Boosting Open-Source Database Engines with Graphics Processors. 3PGCIC Nicolas Dechamps, Michel Bagein, Mohammed Benjelloun, Saïd Mahmoudi
2012	J	`jnl`	Cervical spine mobility analysis on radiographs: A fully automatic approach. Comput. Medical Imaging Graph. Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2012	—	`conf`	Descriptive Image Feature for Object Detection in Medical Images. ICIAR (2) Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2012	—	`conf`	Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model. MICCAI (2) Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
2012	B	`conf`	Fully automatic vertebra detection in x-ray images based on multi-class SVM. Image Processing Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2012	—	`conf`	Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi
2012	—	`conf`	Semi-automatic detection of cervical vertebrae in X-ray images using generalized hough transform. IPTA Mohamed Amine Larhmam, Saïd Mahmoudi, Mohammed Benjelloun
2011	J	`jnl`	A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach. Int. J. Biomed. Imaging Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
2011	C	`conf`	A multi-sensor circular particle filter applied to the fusion of the GPS-L2C channels. FUSION Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun
2011	J	`jnl`	Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images. Int. J. Biomed. Imaging Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
2010	—	`conf`	A New Semi-automatic Approach for X-ray Cervical Images Segmentation using Active Shape Model. BIOSIGNALS Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
2010	J	`jnl`	A hybrid fusion system applied to off-line detection and change-points estimation. Inf. Fusion Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun
2010	C	`conf`	Information fusion applied to the tracking of GPS pilot and data channels. FUSION Monir Azmani, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2010	—	`conf`	Points of interest detection in cervical spine radiographs by polygonal approximation. IPTA Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2009	—	`conf`	A recursive fusion filter for angular data. ROBIO Monir Azmani, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
2009	J	`jnl`	Correlation-based particle filter for 3D object tracking. Integr. Comput. Aided Eng. Jean-Charles Noyer, Patrick Lanvin, Mohammed Benjelloun
2009	J	`jnl`	Spine Localization in X-ray Images Using Interest Point Detection. J. Digit. Imaging Mohammed Benjelloun, Saïd Mahmoudi
2008	—	`conf`	Performance analysis of GPS/INS integrated system by using a non-linear mathematical model. MFI Khalid Touil, Mourad Zribi, Mohammed Benjelloun
2008	C	`conf`	Quaternion Unscented Kalman Filtering for integrated Inertial Navigation and GPS. FUSION Wassim Khoder, Bienvenu Fassinut-Mombot, Mohammed Benjelloun
2008	J	`jnl`	X-ray image segmentation for vertebral mobility analysis. Int. J. Comput. Assist. Radiol. Surg. Mohammed Benjelloun, Saïd Mahmoudi
2007	C	`conf`	A New Approach for Cervical Vertebrae Segmentation. CIARP Saïd Mahmoudi, Mohammed Benjelloun
2007	J	`jnl`	Application of transferable belief model to navigation system. Integr. Comput. Aided Eng. Khalid Touil, Mourad Zribi, Mohammed Benjelloun
2007	C	`conf`	Bayesian off-line segmentation applied to multi-carrier GPS signals fusion. FUSION Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun
2007	J	`jnl`	Edge Closing of Synthetic and Real Images using Polynomial Fitting. J. Convergence Inf. Technol. Mohammed Benjelloun, H. J. Tellez Oliva, R. Prévot
2007	—	`conf`	Inversion of a semi-physical ode model. ICINCO-ICSO Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun
2007	B	`conf`	Vertebral Mobility Analysis Using Anterior Faces Detection. ACIVS Mohammed Benjelloun, G. Rico, Saïd Mahmoudi, R. Prévot
2006	—	`conf`	Information Fusion in a Hybrid Tightly Coupled GPS/Dead-Reckoning Positioning System. MFI Jamila Kacemi, Serge Reboul, Mohammed Benjelloun
2006	J	`jnl`	Joint segmentation of the wind speed and direction. Signal Process. Serge Reboul, Mohammed Benjelloun
2006	—	`conf`	Using the transferable belief model to vehicle navigation system. ICINCO-RA Khalid Touil, Mourad Zribi, Mohammed Benjelloun
2006	—	`conf`	Vertebra Edge Detection Using Polar Signature. ICPR (1) Mohammed Benjelloun, Horacio Tellez, Saïd Mahmoudi
2006	B	`conf`	Vertebrae EDGE Detection and Motion Estimation with Polar Signature. ICIP Mohammed Benjelloun, Saïd Mahmoudi, Horacio Tellez
2005	J	`jnl`	3d Structure and Motion Estimation from Range and Intensity Images Using Particle Filtering. Int. J. Image Graph. Jean-Charles Noyer, Christophe Boucher, Mohammed Benjelloun
2005	A	`conf`	An hardware architecture for 3D object tracking and motion estimation. ICME Patrick Lanvin, Jean-Charles Noyer, Mohammed Benjelloun
2005	C	`conf`	Multi-band GPS signal tracking in a high dynamic maneuvering situation. ICINCO Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun
2005	—	`conf`	Segmentation and Feature Extraction to Evaluate the Stomach Dynamic. CRV Mohammed Benjelloun
2004	J	`jnl`	Non-linear matched filtering for object detection and tracking. Pattern Recognit. Lett. Jean-Charles Noyer, Patrick Lanvin, Mohammed Benjelloun
2003	J	`jnl`	3D particle tracking using an active vision. Pattern Recognit. Lett. Jean-Charles Noyer, Christophe Boucher, Mohammed Benjelloun
2003	A	`conf`	Non-linear estimation of image motion and tracking. ICME Patrick Lanvin, Jean-Charles Noyer, Mohammed Benjelloun
2001	J	`jnl`	3D structure and motion recovery in a multisensor framework. Inf. Fusion Christophe Boucher, Jean-Charles Noyer, Mohammed Benjelloun
1994	—	`conf`	Moving Object Reconstruction from 3D Segments using a Fixed Camera. ICIP (1) A. Sdigui, Mohammed Benjelloun
1993	C	`conf`	Three-dimensional region matching and tracking in a long binocular image sequence. VCIP K. Kaoula, Mohammed Benjelloun, Bernard Dubuisson
1992	—	`conf`	A study on the forms of smoothing filters for step and ramp edge detection. ICPR (3) Anrong Peng, Bernard Dubuisson, Mohammed Benjelloun
1992	—	`ch.`	Some Experiments to Compare Rough Sets Theory and Ordinal Statistical Methods. Intelligent Decision Support Jacques Teghem, Mohammed Benjelloun