François Chung, Ph.D.

Tag: acta de conferencia

VPH 2012 - Acta de conferencia

VPH 2012 – Acta de conferencia

Publicación

Yves Martelli, Tristan Whitmarsh, Ludovic Humbert, François Chung, Luis M. del Río Barquero, Silvana Di Gregorio, Luigi Carotenuto, Alejandro F. Frangi; A software framework for 3D reconstruction and fracture risk assessment of the proximal femur from dual-energy x-ray absorptiometry; VPH 2012: Virtual Physiological Human - Integrative approaches to computational biomedicine, London, 2012.

Abstract

In clinical routine, osteoporosis diagnosis is performed using the areal Bone Mineral Density (aBMD) computed from two-dimensional Dual-energy X-ray Absorptiometry (DXA) images. This measurement of the "projected density" gives a global marker of osteoporosis but is insufficient for an accurate quantification of non-uniform mineral deficiencies. Quantitative Computed Tomography (QCT) is one possible modality for retrieving shape and bone mineral density measurements in 3D, leading to a better characterization of the local bone quality and the fracture risk. However, due to high financial costs and a high radiation dose for the patient, this modality is rarely used in clinical routine for the follow-up of osteoporosis. In this work, we show how state-of-the-art techniques and methods for fracture risk assessment of the proximal femur using 3D analysis from single-view DXA images were brought to the research and clinical end-user, through the use of an existing open source framework for fast prototyping of clinical applications.

Referencias

Publicación

Artículo relacionado

Plataforma GIMIAS (proyecto UPF)

Más información

VPH – Virtual Physiological Human

CBM 2009 - Acta de conferencia

CBM 2009 – Acta de conferencia

Publicación

Tobias Heimann, François Chung, Hans Lamecker, Hervé Delingette; Subject-specific ligament models: Towards real-time simulation of the knee joint; CBM 2009: Computational Biomechanics for Medicine IV, London, 2009.

Abstract

We present an efficient finite element method to simulate a transversely isotropic non-linear material for ligaments. The approach relies on tetrahedral elements and exploits the geometry to optimize computation of the derivatives of the strain energy. To better support incompressibilty, deviatoric and dilational responses are uncoupled and a penalty term controls volume preservation. We derive stress and elasticity tensors required for implicit solvers and verify our model against the FEBio software using a variety of load scenarios with synthetic shapes. The maximum node positioning error for ligament materials is < 5% for strains under physiological conditions. To generate subject-specific ligament models, we propose a novel technique to estimate fiber orientation from segmented ligament geometry. The approach is based on an automatic centerline extraction and generation of the corresponding diffusion field. We present results for a medial collateral ligament segmented from standard Magnetic Resonance Imaging (MRI) data. Results show the general viability of the method, but also the limitations of current MRI acquisitions. In the future, we hope to employ the presented techniques for real-time simulation of knee surgery.

Palabras clave

  • knee
  • ligament
  • real-time
  • simulation

Referencias

Publicación

Artículo relacionado

3D Anatomical Human (proyecto INRIA)

miccai-2009-acta-de-conferencia-es

MICCAI 2009 – Acta de conferencia

Publicación

François Chung, Hervé Delingette; Multimodal prior appearance models based on regional clustering of intensity profiles; MICCAI 2009: Medical Image Computing and Computer-Assisted Intervention, London, 2009.

Abstract

Model-based image segmentation requires prior information about the appearance of a structure in the image. Instead of relying on Principal Component Analysis (PCA) such as in Statistical Appearance Models (SAMs), we propose a method based on a regional clustering of intensity profiles that does not rely on an accurate pointwise registration. Our method is built upon the Expectation-Maximization (EM) algorithm with regularized covariance matrices and includes spatial regularization. The number of appearance regions is determined by a novel model order selection criterion. The prior is described on a reference mesh where each vertex has a probability to belong to several intensity profile classes.

Referencias

Publicación

Artículos relacionados

Modelo multimodal (proyecto INRIA)
3D Anatomical Human (proyecto INRIA)

Más información

MICCAI – Medical Image Computing and Computer Assisted Intervention

ORASIS 2009 - Acta de conferencia

ORASIS 2009 – Acta de conferencia

 Publicación

François Chung, Jérôme Schmid, Olivier Clatz, Nadia Magnenat-Thalmann, Hervé Delingette; Reconstruction 3D des structures anatomiques des membres inférieurs; ORASIS'09: Congrès des jeunes chercheurs en vision par ordinateur, Association Française pour la Reconnaissance et l'Interprétation des Formes (AFRIF), Trégastel, 2009.

Abstract

Dans cet article, nous nous intéressons à la modélisation des structures anatomiques des membres inférieurs telles que les os, les muscles et les tendons. La méthode proposée commence par une acquisition d'images par résonance magnétique (IRM) durant laquelle les membres inférieurs d'un sujet sont scannés. Des modèles 3D sont ensuite générés après une segmentation manuelle des structures anatomiques. Cependant, la surface des modèles générés n'est pas lisse. De plus, les modèles ne sont pas attachés alors qu'ils devraient l'être anatomiquement. Nous décrivons donc les différentes étapes pour contraindre les modèles à être corrects au niveau anatomique et nous discutons de leur validation. L'objectif de cette méthode est de pouvoir réutiliser ces modèles dans des méthodes de segmentation automatique.

Palabras clave

  • IRM
  • segmentation
  • modélisation 3D
  • membres inférieurs

Referencias

Publicación

Artículos relacionados

Reconstrucción 3D (proyecto INRIA)
3D Anatomical Human (proyecto INRIA)

Más información

ORASIS’09
AFRIF – Association Française pour la Reconnaissance et l’Interprétation des Formes

CCIA 2006 - Acta de conferencia

CCIA 2006 – Acta de conferencia

Publicación

Emili Hernàndez, Pere Ridao, Marc Carreras, David Ribas, Narcís Palomeras, Andres El-Fakdi, François Chung, Toni Almohaya, Xavier Ribas, Guillermo García de Marina, Joan Massich, Natàlia Hurtós; ICTINEU AUV, un robot per a competir; CCIA 2006: Congrés Català d'Intel.ligència Artificial, Associació Catalana d’Intel.ligència Artificial (ACIA), Perpignan, 2006.

Abstract

SAUC-E (Student Autonomous Underwater Challenge - Europe) és la primera competició en robòtica submarina per a estudiants que es dur a terme a Europa. Inspirada en les competicions americanes, per a competir en el SAUC-E, un grup d'estudiants han de dissenyar i construir un robot capaç de dur a terme una missió predefinida per l'organització, de forma totalment autònoma. Un grup d'estudiants i professors de la Universitat de Girona (UdG) hem decidit afrontar aquest repte construint el robot ICTINEU AUV. Aquest robot aprofitarà eines de maquinari i programari desenvolupades els darrers anys en el nostre laboratori. Aquest article presenta el robot que estem desenvolupant i presenta resultats preliminars (simulació en temps real) de la seva arquitectura de control, mostrant la viabilitat de la proposta.

Palabra clave

  • robòtica

Referencias

Publicación

Artículos relacionados

Competición SAUC-E (proyecto UdG)
UdG 2006 (informe técnico)

Más información

SAUC-E – Student Autonomous Underwater Challenge – Europe
ACIA – Associació Catalana d’Intel·ligència Artificial