MR-Guided Thermotherapy of Abdominal Organs Using a Robust PCA-Based Motion Descriptor
| hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
| dc.contributor.author | DENIS DE SENNEVILLE, Baudouin | |
| hal.structure.identifier | University Medical Center [Utrecht] [UMCU] | |
| dc.contributor.author | RIES, Mario | |
| hal.structure.identifier | Imagerie moléculaire et fonctionnelle: de la physiologie à la thérapie | |
| dc.contributor.author | MACLAIR, Grégory | |
| hal.structure.identifier | Imagerie moléculaire et fonctionnelle: de la physiologie à la thérapie | |
| dc.contributor.author | MOONEN, Chrit | |
| dc.date.accessioned | 2024-04-04T03:09:20Z | |
| dc.date.available | 2024-04-04T03:09:20Z | |
| dc.date.issued | 2011 | |
| dc.identifier.issn | 0278-0062 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/193596 | |
| dc.description.abstractEn | Thermotherapies can now be guided in real-time using magnetic resonance imaging (MRI). This technique is rapidly gaining importance in interventional therapies for abdominal organs such as liver and kidney. An accurate on-line estimation and characterization of organ displacement is mandatory to prevent misregistration and correct for motion related thermometry artifacts. In addition, when the ablation is performed with an extracorporal heating device such as High Intensity Focused Ultrasound (HIFU), the continuous estimation of the organ displacement is the basis for the dynamic adjustment of the focal point position to track the targeted pathological tissue. In this paper, we describe the use of an optimized PCA-based motion descriptor to characterize in real-time the complex organ deformation during the therapy. The PCA was used to detect, in a preparative learning step, spatio-temporal coherences in the motion of the targeted organ. During hyperthermia, incoherent motion patterns could be discarded, which enabled improvements in motion estimation robustness, the compensation of motion related errors in thermal maps, and the adjustment of the beam position. The suggested method was evaluated for a moving phantom , and tested in-vivo in the kidney and the liver of twelve healthy volunteers under free breathing conditions. The ability to perform a MR-guided thermotherapy in-vivo during HIFU intervention was finally demonstrated on a porcine kidney. | |
| dc.language.iso | en | |
| dc.publisher | Institute of Electrical and Electronics Engineers | |
| dc.subject.en | Image registration | |
| dc.subject.en | Motion analysis | |
| dc.subject.en | Motion compensation | |
| dc.subject.en | Magnetic resonance imaging | |
| dc.title.en | MR-Guided Thermotherapy of Abdominal Organs Using a Robust PCA-Based Motion Descriptor | |
| dc.type | Article de revue | |
| dc.identifier.doi | 10.1109/TMI.2011.2161095 | |
| dc.subject.hal | Sciences de l'ingénieur [physics]/Traitement du signal et de l'image | |
| dc.subject.hal | Sciences du Vivant [q-bio]/Ingénierie biomédicale/Imagerie | |
| bordeaux.journal | IEEE Transactions on Medical Imaging | |
| bordeaux.page | 1987-1995 | |
| bordeaux.volume | 30 | |
| bordeaux.hal.laboratories | Institut de Mathématiques de Bordeaux (IMB) - UMR 5251 | * |
| bordeaux.issue | 11 | |
| bordeaux.institution | Université de Bordeaux | |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.institution | CNRS | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-01578171 | |
| hal.version | 1 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-01578171v1 | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=IEEE%20Transactions%20on%20Medical%20Imaging&rft.date=2011&rft.volume=30&rft.issue=11&rft.spage=1987-1995&rft.epage=1987-1995&rft.eissn=0278-0062&rft.issn=0278-0062&rft.au=DENIS%20DE%20SENNEVILLE,%20Baudouin&RIES,%20Mario&MACLAIR,%20Gr%C3%A9gory&MOONEN,%20Chrit&rft.genre=article |
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