selected publications

• academic article

  • Global texture sensitive convolutional transformer for medical image steganalysis.  Multimedia Systems.  30. 2024
  • Cas-PRED: A Limited-Angle Cone Beam CT Reconstruction Research Based on Prior Information.  IEEE Transactions on Instrumentation and Measurement.  73:1-17. 2023
  • A multiple catheter tips tracking method in X‐ray fluoroscopy images by a new lightweight segmentation network and Bayesian filtering.  International Journal of Medical Robotics and Computer Assisted Surgery.  19. 2023
  • 3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning.  IEEE Transactions on Instrumentation and Measurement.  72:1-14. 2023
  • Deformable transformer for endoscopic video super-resolution.  Biomedical Signal Processing and Control.  77:103827-103827. 2022
  • Cryptosystem Conversion, Packing and Matrix Processing of Homomorphically Encrypted Data: Application to IOT Devices.  IEEE Access.  9:28302-28316. 2021
  • Automatic and Robust Object Detection in X-Ray Baggage Inspection Using Deep Convolutional Neural Networks.  IEEE Transactions on Industrial Electronics.  68:10248-10257. 2020
  • Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network.  Artificial Intelligence in Medicine.  108:101936-101936. 2020
  • SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CT.  IEEE Transactions on Computational Imaging.  6:477-490. 2019
  • Imperceptible reversible watermarking of radiographic images based on quantum noise masking.  Computer Methods and Programs in Biomedicine.  160:119-128. 2018
  • Discriminative Prior - Prior Image Constrained Compressed Sensing Reconstruction for Low-Dose CT Imaging.  Scientific Reports.  7. 2017
  • Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging.  IEEE Transactions on Medical Imaging.  36:2499-2509. 2017
  • Real-time analysis of cataract surgery videos using statistical models.  Multimedia Tools and Applications.  76:22473-22491. 2017
  • Discriminative feature representation: an effective postprocessing solution to low dose CT imaging.  Physics in Medicine and Biology.  62:2103-2131. 2017
  • Improving Low-Dose CT Image Using Residual Convolutional Network.  IEEE Access.  5:24698-24705. 2017
  • Sharing Health Big Data for Research - A Design by Use Cases: The INSHARE Platform Approach..  HAL (Le Centre pour la Communication Scientifique Directe).  245:303-307. 2017
  • 3D Feature Constrained Reconstruction for Low-Dose CT Imaging.  IEEE Transactions on Circuits and Systems for Video Technology.  28:1232-1247. 2016
  • Robust watermarking scheme for color image based on quaternion-type moment invariants and visual cryptography.  Signal Processing Image Communication.  48:12-21. 2016
  • Computed Tomography Image Origin Identification Based on Original Sensor Pattern Noise and 3-D Image Reconstruction Algorithm Footprints.  IEEE Journal of Biomedical and Health Informatics.  21:1039-1048. 2016
  • Multiple-Instance Learning for Anomaly Detection in Digital Mammography.  IEEE Transactions on Medical Imaging.  35:1604-1614. 2016
  • Combining double random phase encoding for color image watermarking in quaternion gyrator domain.  Optics Communications.  343:56-65. 2015
  • Color Image Analysis by Quaternion-Type Moments.  Journal of Mathematical Imaging and Vision.  51:124-144. 2014
  • Double color image encryption using iterative phase retrieval algorithm in quaternion gyrator domain.  Optics Express.  22:4932-4932. 2014
  • Full 4-D quaternion discrete Fourier transform based watermarking for color images.  Digital Signal Processing.  28:106-119. 2014
  • Reversible Watermarking Based on Invariant Image Classification and Dynamic Histogram Shifting.  IEEE Transactions on Information Forensics and Security.  8:111-120. 2012
  • A Joint Encryption/Watermarking System for Verifying the Reliability of Medical Images.  IEEE Transactions on Information Technology in Biomedicine.  16:891-899. 2012
  • Medical record: systematic centralization versus secure on demand aggregation.  BMC Medical Informatics and Decision Making.  11. 2011
  • Affine Legendre Moment Invariants for Image Watermarking Robust to Geometric Distortions.  IEEE Transactions on Image Processing.  20:2189-2199. 2011
  • Blurred Image Recognition by Legendre Moment Invariants.  IEEE Transactions on Image Processing.  19:596-611. 2009
  • Gestion décentralisée des documents médicaux des patients. Un système de recherche et d'accès aux données.  Document numérique.  12:23-35. 2009
  • Chaînage de bases de données anonymisées pour les études épidémiologiques multicentriques nationales et internationales : proposition d’un algorithme cryptographique.  Revue d Épidémiologie et de Santé Publique.  57:33-39. 2009
  • New Advanced Technologies to Provide Decentralised and Secure Access to Medical Records: Case Studies in Oncology.  Cancer Informatics.  7:CIN.S965-CIN.S965. 2009
  • Reversible Watermarking for Knowledge Digest Embedding and Reliability Control in Medical Images.  IEEE Transactions on Information Technology in Biomedicine.  13:158-165. 2008
  • Integrated multimedia electronic patient record and graph-based image information for cerebral tumors.  Computers in Biology and Medicine.  38:425-437. 2008
  • PSO based parametric object recognition.  IEICE Electronics Express.  5:1080-1087. 2008

• blog posting

  • Global Texture Sensitive Convolutional Transformer for Medical Image Steganalysis.  Research Square (Research Square). 2024
  • Real-time analysis of cataract surgery videos using statistical models 2016

• chapter

  • Low-Dose CT Post-processing Based on 2D Residual Network.  Lecture notes in electrical engineering. 317-324. 2018
  • Clinical Data Warehouse Watermarking: Impact on Syndromic Measure.  Studies in health technology and informatics. 2017
  • Databases Traceability by Means of Watermarking with Optimized Detection.  Lecture notes in computer science. 343-357. 2017
  • Adapted Quantization Index Modulation for Database Watermarking.  Lecture notes in computer science. 120-134. 2015
  • Data Quality Evaluation in Medical Database Watermarking.  Studies in health technology and informatics. 2015
  • Encryption and Watermarking for medical Image Protection.  Springer eBooks. 493-526. 2015
  • Secure Public Cloud Platform for Medical Images Sharing.  Studies in health technology and informatics. 2015
  • Secure Teleassistance towards endless medical litigations: Identification of liabilities through a protocol using Joint Watermarking-Encryption Evidences.  Studies in health technology and informatics. 2014
  • An a Priori and a Posteriori Protection by Means of Data Hiding of Encrypted Images: Application to Ultrasound Images.  IFMBE proceedings. 220-223. 2013
  • Authenticity Control of Relational Databases by Means of Lossless Watermarking Based on Circular Histogram Modulation.  Lecture notes in computer science. 207-222. 2013
  • Using Requirements Engineering in an Automatic Security Policy Derivation Process.  Lecture notes in computer science. 155-172. 2012
  • A Fuzzy Similarity Based Image Segmentation Scheme Using Self-organizing Map with Iterative Region Merging.  Lecture notes in computer science. 226-237. 2011
  • Medical Image Integrity Control Combining Digital Signature and Lossless Watermarking.  Lecture notes in computer science. 153-162. 2010

• conference paper

  • A Hybrid 2D-1D CNN for Scanner Device Linking Based on Scanning Noise.  2022 IEEE Symposium on Computers and Communications (ISCC). 495-498. 2023
  • Secure Knee Prosthesis – Processing of Encrypted Data and User Authentication.  EPiC series in health sciences. 65-60. 2020
  • An end to end secure CBIR over encrypted medical database.  . 2537-2540. 2016
  • Data hiding in homomorphically encrypted medical images for verifying their reliability in both encrypted and spatial domains.  . 2496-2499. 2016
  • Privacy protection and security in eHealth cloud platform for medical image sharing.  . 93-96. 2016
  • Watermarking of radiographic images based on quantum noise modulation.  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...). 9-12. 2016
  • Computed tomography image source identification by discriminating CT-scanner image reconstruction process.  . 5622-5625. 2015
  • Multiple-instance learning for breast cancer detection in mammograms.  . 2015
  • Identification of digital radiography image source based on digital radiography pattern noise recognition.  2022 IEEE International Conference on Image Processing (ICIP). 5372-5376. 2014
  • Automated surgical step recognition in normalized cataract surgery videos.  . 4647-4650. 2014
  • A blind robust color image watermarking method using quaternion Fourier transform.  . 485-489. 2013
  • A telemedicine protocol based on watermarking evidence for identification of liabilities in case of litigation.  . 506-509. 2012
  • A joint watermarking/encryption algorithm for verifying medical image integrity and authenticity in both encrypted and spatial domains.  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 8066-8069. 2011
  • Lossless watermarking of categorical attributes for verifying medical data base integrity.  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 8195-8198. 2011
  • Watermarking to Enforce Medical Image Access and Usage Control Policy.  . 251-260. 2010
  • An additive and lossless watermarking method based on invariant image approximation and Haar wavelet transform.  . 4740-4743. 2010
  • Automatic removal of extracardiac hotspots in technetium-99m myocardial perfusion SPECT.  . 312-317. 2009