New Method CMR-Guided Endomyocardial Biopsy in Suspicion Context of Isolated Cardiac Sarcoidosis
barone-rochette-gilles-md
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1 min read
Segmentation of cardiac infarction in delayed-enhancement MRI using probability map and transformers-based neural networks
Background and Objective: Automatic segmentation of myocardial infarction is of great clinical interest for the quantitative evaluation of myocardial infarction (MI). Late …
erwan-lecesne
Transformers-Based Neural Network for Cardiac Infarction Segmentation in Delayed-Enhancement MRI
Accurately and robustly segmenting myocardial infarction (MI) is crucial for clinical diagnosis of cardiac diseases, treatment and planning. In this study, we propose a novel deep …
lecesne-erwan
Light Random Regression Forests for automatic multi-organ localization in CT images
Classic Random Regression Forests (RRFs) used for multi-organ localization describe the random process of multivariate regression by storing the histograms of offset vectors along …
samarakoon-prasad-n
Automatically locating organs in CT images
Co-supervision of Prasad Samarakoon's PhD (2016): lighter, more robust regression forests to automatically locate organs in CT images, within the LPR project. My first turn toward …
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2 min read
Segmentation, separation and pose estimation of prostate brachytherapy seeds in CT images
Goal: In this paper, we address the development of an automatic approach for the computation of pose information (position + orientation) of prostate brachytherapy loose seeds from …
nguyen-huu-giao
Medical Image Analysis
Three pioneering projects in computer vision and image processing for computer-assisted surgery: distributed laparoscopy, ultrasound-based bone tracking, and prostate …
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5 min read
Impact de l’orientation des grains iode 125 dans l’évaluation de la dosimétrie à 1 mois d’une curiethérapie prostatique
Objectif L’évaluation de la dose en curiethérapie prostatique par grains d’iode 125 est actuellement estimée à 1 mois sans tenir compte des mouvements prostatiques, de …
meneu-francois
Automatic 3D seed location and orientation detection in CT image for prostate brachytherapy
In prostate brachytherapy, the analysis of the 3D pose information of each individual implanted seed is one of the critical issues for dose calculation and procedure quality …
nguyen-huu-giao
Fully Automatic Organ Localization in Medical Images Using Improved Random Regression Forests
The article presents the use of an improved random regression forest method to localize multiple organs in Computed Tomography (CT) images. The method was trained using 50 CT …
saramakoon-prasad