49 citations · 223 across the 18 of their papers we have counts for
18 papers
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images
Alessandro Sciarra, Soumick Chatterjee, Max Dünnwald +4
Motion artefacts in magnetic resonance brain images can have a strong impact on diagnostic confidence. The assessment of MR image quality is fundamental before proceeding with the…
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald +7
Expert interpretation of anatomical images of the human brain is the central part of neuro-radiology. Several machine learning-based techniques have been proposed to assist in the…
The QCD chiral phase transition for different numbers of quark flavours
Francesca Cuteri, Owe Philipsen, Alessandro Sciarra
We present results from a comprehensive study of the location of the chiral critical surface, which separates regions of first-order chiral transitions from analytic crossovers, in…
The chiral phase transition from strong to weak coupling
Francesca Cuteri, Alfredo D'Ambrosio, Owe Philipsen +1
The order of the chiral phase transition of lattice QCD with unimproved staggered fermions is known to depend on the number of quark flavours, their masses and the lattice spacing.…
The QCD Deconfinement Critical Point for Flavors of Staggered Fermions
Reinhold Kaiser, Owe Philipsen, Alessandro Sciarra
Quenched QCD at zero baryonic chemical potential undergoes a first-order deconfinement phase transition at a critical temperature , which is related to the spontaneous breakin…
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald +7
Diffusion-weighted magnetic resonance imaging (DW-MRI) can be used to characterise the microstructure of the nervous tissue, e.g. to delineate brain white matter connections in a n…