BrainLossNet: a fast, accurate and robust method to estimate brain volume loss from longitudinal MRI.
Roland OpferJulia KrügerThomas BuddenkotteLothar SpiesFinn BehrendtSven SchipplingRalph BuchertPublished in: International journal of computer assisted radiology and surgery (2024)
BrainLossNet on average provides the same BVL estimates as SIENA, but it is significantly more robust, probably due to its built-in distortion correction. Processing time of 2-3 min makes BrainLossNet suitable for clinical routine. This can pave the way for widespread clinical use of BVL estimation from intra-scanner BL/FU pairs.