Search results for "Fuzzy regression"
showing 2 items of 2 documents
Returns to Childbirth Technologies: Evidence from Preterm Births
2013
We investigate the impact of obstetrician supervision, as opposed to midwife supervision, on the short-term health of low-risk newborns. We exploit a unique policy rule in the Netherlands that creates a large discontinuity in the probability of a low-risk birth being attended by an obstetrician at gestational week 37. Using a fuzzy regression discontinuity design, we consistently find no health benefits from obstetrician supervision, despite increased rates of neonatal intensive care unit admissions among births supervised by obstetricians. These results indicate potential cost savings from increased use of midwifery care for low-risk deliveries.
Three-dimensional Fuzzy Kernel Regression framework for registration of medical volume data
2013
Abstract In this work a general framework for non-rigid 3D medical image registration is presented. It relies on two pattern recognition techniques: kernel regression and fuzzy c-means clustering. The paper provides theoretic explanation, details the framework, and illustrates its application to implement three registration algorithms for CT/MR volumes as well as single 2D slices. The first two algorithms are landmark-based approaches, while the third one is an area-based technique. The last approach is based on iterative hierarchical volume subdivision, and maximization of mutual information. Moreover, a high performance Nvidia CUDA based implementation of the algorithm is presented. The f…