Published Researchs
Research TitleMAG. TITLERESEARCH AREAPUBLISH YEARDOIJournal URL
Prediction of stent under-expansion in calcified coronary arteries using machine learning on intravascular optical coherence tomography imagesScientific ReportsAI and Biomedical engineering2023  Visit URL
OCTOPUS – Optical coherence tomography plaque and stent analysis softwareHeliyonBiomedical engineering2023  Visit URL
Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteriesScientific reportsMedical imaging2022  Visit URL
Automated Segmentation of Microvessels in Intravascular OCT Images Using Deep LearningBioengineeringBiomedical engineering2022  Visit URL
Fractional Flow Reserve (FFR) Estimation from OCT-Based CFD Simulations: Role of Side BranchesApplied SciencesBiomedical engineering2022  Visit URL
Learning with fewer images via image clustering: Application to intravascular OCT image segmentationIEEE AccessMachine learning2021  Visit URL
Mechanical performances of balloon post-dilation for improving stent expansion in calcified coronary artery: computational and experimental investigationsJournal of the Mechanical Behavior of Biomedical Materialsbiomechanics2021  Visit URL
Segmentation of Coronary Calcified Plaque in Intravascular OCT Images Using a Two-Step Deep Learning ApproachIEEE AccessMedical imaging2020  Visit URL
Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology featuresScientific reportsMedical imaging2020  Visit URL
Degradation modeling of poly-l-lactide acid (PLLA) bioresorbable vascular scaffold within a coronary arteryNanotechnology reviewsNanotechnology2020  Visit URL
Automated plaque characterization using deep learning on coronary intravascular optical coherence tomographic imagesBiomedical Optics ExpressMedical imaging2019  Visit URL
Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoringJournal of Medical ImagingMedical imaging2019  Visit URL
Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasetsJournal of biomedical opticsMedical imaging2019  Visit URL
Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision treesProgress in Biomedical Optics and ImagingMedical imaging2018  Visit URL
Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography imagesJournal of Medical ImagingMedical imaging2018  Visit URL