Authors: Evangelista, Ignacio; Galimberti, Clara; Pascariello, Guido; Gómez, Juan Carlos; Rodriguez Musso, A.; Donnelly-Kehoe, Patricio Andres.
Title: Influence of acquisition parameters on morphometric values obtained from structural Magnetic Resonance Images.
Resumen: Structural MRI (sMRI) of the brain in the clinical environment usually consist in a qualitative analysis, in which the neuroradiologist detects deviations or anomalies by visual inspection. A quantitative analysis can complement the specialist´s opinion, allowing a comparative study among subjects. However, to perform a reliable analysis, it is necessary to consider each measure´s distribution in the healthy population. In thiswork we used a large sample from several public databases to study the influence of acquisition parameters on the measurement of neuromorphometric features computed with Freesurfer. Then, we applied them to study Alzheimer´s disease (AD) and Mild Cognitive Impairment (MCI) from a machine learning perspective.
Meeting type: Congreso.
Type of job: Artículo Completo.
Production: Influence of acquisition parameters on morphometric values obtained from structural Magnetic Resonance Images.
Scientific meeting: European Congress of Radiology.
Meeting place: Viena.
Organizing Institution: European Society of Radiology.
It's published?: Yes
Publication place: Viena
Meeting month: 2