Within-patient fluctuation of brain volume estimates from short-term repeated MRI measurements using SIENA/FSL
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Neurology"
DOI: 10.1007/s00415-018-8825-8
Abstract: BackgroundMeasurements of brain volume loss (BVL) in individual patients are currently discussed controversially. One concern is the impact of short-term biological noise, like hydration status.MethodsThree publicly available reliability MRI datasets with scan intervals of days… read more here.
Keywords: brain volume; year; short term; bvl ... See more keywords
BrainLossNet: a fast, accurate and robust method to estimate brain volume loss from longitudinal MRI
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-024-03201-3
Abstract: MRI-derived brain volume loss (BVL) is widely used as neurodegeneration marker. SIENA is state-of-the-art for BVL measurement, but limited by long computation time. Here we propose “BrainLossNet”, a convolutional neural network (CNN)-based method for BVL-estimation.… read more here.
Keywords: volume loss; brain volume; brainlossnet; bvl ... See more keywords