PMID- 18979812 OWN - NLM STAT- MEDLINE DCOM- 20081209 LR - 20220129 VI - 11 IP - Pt 1 DP - 2008 TI - A statistical motion model based on biomechanical simulations for data fusion during image-guided prostate interventions. PG - 737-44 AB - A method is described for generating a patient-specific, statistical motion model (SMM) of the prostate gland. Finite element analysis (FEA) is used to simulate the motion of the gland using an ultrasound-based 3D FE model over a range of plausible boundary conditions and soft-tissue properties. By applying principal component analysis to the displacements of the FE mesh node points inside the gland, the simulated deformations are then used as training data to construct the SMM. The SMM is used to both predict the displacement field over the whole gland and constrain a deformable surface registration algorithm, given only a small number of target points on the surface of the deformed gland. Using 3D transrectal ultrasound images of the prostates of five patients, acquired before and after imposing a physical deformation, to evaluate the accuracy of predicted landmark displacements, the mean target registration error was found to be less than 1.9 mm. FAU - Hu, Yipeng AU - Hu Y AD - Centre for Medical Image Computing, University College London, London, UK. FAU - Morgan, Dominic AU - Morgan D FAU - Ahmed, Hashim Uddin AU - Ahmed HU FAU - Pendse, Doug AU - Pendse D FAU - Sahu, Mahua AU - Sahu M FAU - Allen, Clare AU - Allen C FAU - Emberton, Mark AU - Emberton M FAU - Hawkes, David AU - Hawkes D FAU - Barratt, Dean AU - Barratt D LA - eng GR - G0701302/MRC_/Medical Research Council/United Kingdom GR - G1002509/MRC_/Medical Research Council/United Kingdom PT - Journal Article PL - Germany TA - Med Image Comput Comput Assist Interv JT - Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention JID - 101249582 SB - IM MH - *Artifacts MH - *Biophysical Phenomena MH - Computer Simulation MH - Humans MH - Image Enhancement/*methods MH - Male MH - *Models, Biological MH - Models, Statistical MH - Motion MH - Prostatectomy/methods MH - Prostatic Neoplasms/*diagnostic imaging/*surgery MH - Surgery, Computer-Assisted/methods MH - Ultrasonography, Interventional/*methods EDAT- 2008/11/05 09:00 MHDA- 2008/12/17 09:00 CRDT- 2008/11/05 09:00 PHST- 2008/11/05 09:00 [pubmed] PHST- 2008/12/17 09:00 [medline] PHST- 2008/11/05 09:00 [entrez] AID - 10.1007/978-3-540-85988-8_88 [doi] PST - ppublish SO - Med Image Comput Comput Assist Interv. 2008;11(Pt 1):737-44. doi: 10.1007/978-3-540-85988-8_88.