J Med Syst - A medical software system for volumetric analysis of cerebral pathologies in magnetic resonance imaging (MRI) data.

Tópicos

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Resumo

In this contribution, a medical software system for volumetric analysis of different cerebral pathologies in magnetic resonance imaging (MRI) data is presented. The software system is based on a semi-automatic segmentation algorithm and helps to overcome the time-consuming process of volume determination during monitoring of a patient. After imaging, the parameter settings-including a seed point-are set up in the system and an automatic segmentation is performed by a novel graph-based approach. Manually reviewing the result leads to reseeding, adding seed points or an automatic surface mesh generation. The mesh is saved for monitoring the patient and for comparisons with follow-up scans. Based on the mesh, the system performs a voxelization and volume calculation, which leads to diagnosis and therefore further treatment decisions. The overall system has been tested with different cerebral pathologies-glioblastoma multiforme, pituitary adenomas and cerebral aneurysms- and evaluated against manual expert segmentations using the Dice Similarity Coefficient (DSC). Additionally, intra-physician segmentations have been performed to provide a quality measure for the presented system.

Resumo Limpo

contribut medic softwar system volumetr analysi differ cerebr patholog magnet reson imag mri data present softwar system base semiautomat segment algorithm help overcom timeconsum process volum determin monitor patient imag paramet settingsinclud seed pointar set system automat segment perform novel graphbas approach manual review result lead reseed ad seed point automat surfac mesh generat mesh save monitor patient comparison followup scan base mesh system perform voxel volum calcul lead diagnosi therefor treatment decis overal system test differ cerebr pathologiesglioblastoma multiform pituitari adenoma cerebr aneurysm evalu manual expert segment use dice similar coeffici dsc addit intraphysician segment perform provid qualiti measur present system

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