MRI breast tumor segmentation using different encoder and decoder CNN architectures
Computers 8 (3), 52, 2019
Access publicationMulti-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images
International journal of computer assisted radiology and surgery 15, 1491-1500, 2020
Access publicationA Framework of Vertebra Segmentation Using the Active Shape Model‐Based Approach
International journal of biomedical imaging 2011 (1), 621905, 2011
Access publicationAutomated Breast Tumor Segmentation in DCE-MRI Using Deep Learning
2018 4th International Conference on Cloud Computing Technologies and …, 2019
Access publicationVertebra identification using template matching model and K-means clustering
International journal of computer assisted radiology and surgery 9 (2), 177-187, 2014
Access publicationHeterogeneous computing for vertebra detection and segmentation in X‐ray images
International Journal of Biomedical Imaging 2011 (1), 640208, 2011
Access publicationGPU-based segmentation of cervical vertebra in X-ray images
2010 IEEE International Conference on Cluster Computing Workshops and …, 2010
Access publicationSpine localization in X-ray images using interest point detection
Journal of digital imaging 22 (3), 309-318, 2009
Access publicationEpileptic seizure detection using EEG signals and extreme gradient boosting
Journal of biomedical research 34 (3), 228, 2020
Access publicationFully automatic vertebra detection in x-ray images based on multi-class SVM
Medical Imaging 2012: Image Processing 8314, 691-698, 2012
Access publicationSemi-automatic detection of cervical vertebrae in X-ray images using generalized Hough transform
2012 3rd International Conference on Image Processing Theory, Tools and …, 2012
Access publicationReaction cross-section and reduced strong absorption radius measurements of neutron-rich nuclei in the vicinity of closed shells N= 20 and N= 28
Nuclear Physics A 780 (1-2), 1-12, 2006
Access publicationFast 3D spine reconstruction of postoperative patients using a multilevel statistical model
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012
Access publicationDescriptive image feature for object detection in medical images
Image Analysis and Recognition: 9th International Conference, ICIAR 2012 …, 2012
Access publicationA PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images
International journal of computer assisted radiology and surgery 13, 1233-1243, 2018
Access publicationFusion and evaporation-residue cross sections in the 16, 18O+ 92Mo interactions
Nuclear Physics A 560 (2), 715-732, 1993
Access publicationA new approach for cervical vertebrae segmentation
Progress in Pattern Recognition, Image Analysis and Applications: 12th …, 2007
Access publicationSome experiments to compare rough sets theory and ordinal statistical methods
Intelligent Decision Support: Handbook of Applications and Advances of the …, 1992
Access publicationTowards breast cancer response prediction using artificial intelligence and radiomics
2020 5th International Conference on Cloud Computing and Artificial …, 2020
Access publicationDeep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: a multi-institutional validation study
arXiv preprint arXiv:2001.08570, 2020
Access publicationDeep learning approach predicting breast tumor response to neoadjuvant treatment using DCE-MRI volumes acquired before and after chemotherapy
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 649-658, 2019
Access publicationBreast cancer heterogeneity analysis as index of response to treatment using MRI images: a review
Imaging Med 9 (4), 109-119, 2017
Access publicationX-ray image segmentation for vertebral mobility analysis
International journal of computer assisted radiology and surgery 2, 371-383, 2008
Access publicationMultilevel statistical shape models: A new framework for modeling hierarchical structures
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1284-1287, 2012
Access publicationPredict breast tumor response to chemotherapy using a 3D deep learning architecture applied to DCE-MRI data
Bioinformatics and Biomedical Engineering: 7th International Work-Conference …, 2019
Access publicationA portable multi-CPU/multi-GPU based vertebra localization in sagittal MR images
International Conference Image Analysis and Recognition, 209-218, 2014
Access publicationThree-dimensional spine model reconstruction using one-class SVM regularization
IEEE Transactions on Biomedical Engineering 60 (11), 3256-3264, 2013
Access publicationMethod for range calculation based on empirical models of proton in liquid water: Validation study using Monte-Carlo method and ICRU data
Int. J. Sci. Eng. Res 8 (3), 728-735, 2017
Access publicationCervical spine mobility analysis on radiographs: a fully automatic approach
Computerized Medical Imaging and Graphics 36 (8), 634-642, 2012
Access publicationPoints of interest detection in cervical spine radiographs by polygonal approximation
2010 2nd International Conference on Image Processing Theory, Tools and …, 2010
Access publicationPrecise measurement of the Jπ= 1− resonance in 14N by 13C+ p elastic scattering on a thick target
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 1992
Access publicationEarly prediction of neoadjuvant treatment outcome in locally advanced breast cancer using parametric response mapping and radial heterogeneity from breast MRI
Journal of Magnetic Resonance Imaging 51 (5), 1403-1411, 2020
Access publicationCloud-based platform for computer vision applications
Proceedings of the 2017 International Conference on Smart Digital …, 2017
Access publicationAnalyzing breast tumor heterogeneity to predict the response to chemotherapy using 3D MR images registration
Proceedings of the 2017 International Conference on Smart Digital …, 2017
Access publicationTemplate matching method for vertebra region selection
2006 2nd International Conference on Information & Communication …, 2006
Access publicationVertebra edge detection using polar signature
18th International Conference on Pattern Recognition (ICPR'06) 1, 476-479, 2006
Access publicationDetection, localization and representation of cervical vertebrae
Computer Vision Winter Workshop, 114-124, 2001
Access publicationDevelopment and external validation of a deep learning model for predicting response to HER2-targeted neoadjuvant therapy from pretreatment breast MRI.
Journal of Clinical Oncology 37 (15_suppl), 593-593, 2019
Access publicationα-Determination in the E −(1+α) epithermal neutron spectrum of the CRN reactor (Strasbourg)
Journal of radioanalytical and nuclear chemistry 109 (2), 393-401, 1987
Access publicationA texture analysis approach for spine metastasis classification in T1 and T2 MRI
International Conference on Bioinformatics and Biomedical Engineering, 198-211, 2018
Access publicationEdge closing of synthetic and real images using polynomial fitting.
J. Convergence Inf. Technol. 2 (4), 8-19, 2007
Access publication3D objects retrieval using curvature scale space and Zernike moments
Journal of Pattern Recognition Research 6 (1), 41, 2011
Access publicationMobility estimation and analysis in medical x-ray images using corners and faces contours detection
International Machine Vision and Image Processing Conference (IMVIP 2007 …, 2007
Access publicationSpine localization and vertebral mobility analysis using faces contours detection
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
Access publicationVertebrae edge detection and motion estimation with polar signature
2006 International Conference on Image Processing, 761-764, 2006
Access publicationTowards a unified architecture powering scalable learning models with IoT data streams, blockchain, and open data
Information 14 (6), 345, 2023
Access publicationNew approach for efficiently retrieving similar 3D models based on reducing the research space
International journal of imaging and robotics 13 (2), 104-111, 2014
Access publicationEfficient exploitation of heterogeneous platforms for vertebra detection in X-ray images
Proc. Biomedical Engineering International Conf 1, 1-6, 2012
Access publicationA New semi-automatic approach for X-Ray cervical images segmentation using active shape model
Special Session on Medical Image Analysis and Description for Diagnosis …, 2010
Access publicationBoosting open-source database engines with graphics processors
2012 Seventh International Conference on P2P, Parallel, Grid, Cloud and …, 2012
Access publicationTemplate matching approaches applied to vertebra detection
Advances in Image Segmentation, 2012
Access publicationCorner points detection for vertebral mobility analysis
2007 IEEE International Conference on Signal Processing and Communications …, 2007
Access publicationGPU-based Acceleration of Methods based on Clock Matching Metric for Large Scale 3D Shape Retrieval
Scalable Computing: Practice and Experience 19 (1), 31-38, 2018
Access publicationLes modeles de la phrase littéraire: Sur les pas de Michael Riffaterre
La Phrase Littéraire, 19-33, 2008
Access publicationVertebral mobility analysis using anterior faces detection
International Conference on Advanced Concepts for Intelligent Vision Systems …, 2007
Access publicationNew explainable deep CNN design for classifying breast tumor response over neoadjuvant chemotherapy
Current Medical Imaging Reviews 19 (5), 526-533, 2023
Access publicationA Complete Content-based 3D Shape Retrieval System Using Deep Learning
International Journal of Artificial Intelligence 19 (2), 2021
Access publicationStudy of the physical step interaction of the proton with DNA molecules using analytical approach and Monte-Carlo simulation
Japanese Journal of Applied Physics 60 (10), 106001, 2021
Access publicationUsing global shape descriptors for content medical-based image retrieval
Handbook of Research on ICTs and Management Systems for Improving Efficiency …, 2013
Access publicationSemi-automatic vertebra segmentation
Handbook of Research on Developments in E-Health and Telemedicine …, 2010
Access publicationA model-based vertebral segmentation method using gvf and asm
2007 International Conference on Intelligent and Advanced Systems, 784-787, 2007
Access publicationMatching of 2D region in a monocular image sequence by a fixed or a mobile camera
Intelligent Robots and Computer Vision XII: Active Vision and 3D Methods …, 1993
Access publicationA study on the forms of smoothing filters for step and ramp edge detection
11th IAPR International Conference on Pattern Recognition. Vol. III …, 1992
Access publicationAdvancing personalized oncology: a systematic review on the integration of artificial intelligence in monitoring neoadjuvant treatment for breast cancer patients
BMC cancer 24 (1), 1300, 2024
Access publicationAn Efficient real-time Moroccan automatic license plate recognition system based on the YOLO object detector
International Conference On Big Data and Internet of Things, 290-302, 2022
Access publicationContent-based 3D shape retrieval using deep learning approach
Proceedings of the International Conference on Learning and Optimization …, 2018
Access publicationProspective evaluation by Parametric Response Mapping (PRM) applied in MRI volumetric images of breast cancer
Survival 26 (20), 3387-94, 2016
Access publication3D shape retrieval in distributed databases
International Journal of Imaging and Robotics 16 (3), 2016
Access publicationSegmentation and feature extraction to evaluate the stomach dynamic
The 2nd Canadian Conference on Computer and Robot Vision (CRV'05), 437-443, 2005
Access publicationReaction cross-sections and reduced strong absorption radii of nuclei in the vicinity of closed shells N= 20 and N= 28
The 4th International Conference on Exotic Nuclei and Atomic Masses …, 2005
Access publicationVisceral dynamic computing
6th IEEE Southwest Symposium on Image Analysis and Interpretation, 2004 …, 2004
Access publicationTemplate Matching Approaches Applied to Vertebra
Advances in Image Segmentation, 1, 2012
Access publication