Search Results - "Castorina, Leonardo V."

Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols by Li, Bryan M., Castorina, Leonardo V., Valdés Hernández, Maria del C., Clancy, Una, Wiseman, Stewart J., Sakka, Eleni, Storkey, Amos J., Jaime Garcia, Daniela, Cheng, Yajun, Doubal, Fergus, Thrippleton, Michael T., Stringer, Michael, Wardlaw, Joanna M.

“…Vast quantities of Magnetic Resonance Images (MRI) are routinely acquired in clinical practice but, to speed up acquisition, these scans are typically of a…”
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PDBench: evaluating computational methods for protein-sequence design by Castorina, Leonardo V, Petrenas, Rokas, Subr, Kartic, Wood, Christopher W

“…Abstract Summary Ever increasing amounts of protein structure data, combined with advances in machine learning, have led to the rapid proliferation of methods…”
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Attentive Variational Information Bottleneck for TCR–peptide interaction prediction by Grazioli, Filippo, Machart, Pierre, Mösch, Anja, Li, Kai, Castorina, Leonardo V, Pfeifer, Nico, Min, Martin Renqiang

“…Abstract Motivation We present a multi-sequence generalization of Variational Information Bottleneck and call the resulting model Attentive Variational…”
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TIMED-Design: flexible and accessible protein sequence design with convolutional neural networks by Castorina, Leonardo V, Ünal, Suleyman Mert, Subr, Kartic, Wood, Christopher W

“…Abstract Sequence design is a crucial step in the process of designing or engineering proteins. Traditionally, physics-based methods have been used to solve…”
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PDBench: Evaluating Computational Methods for Protein Sequence Design by Castorina, Leonardo V, Petrenas, Rokas, Subr, Kartic, Wood, Christopher W

“…Proteins perform critical processes in all living systems: converting solar energy into chemical energy, replicating DNA, as the basis of highly performant…”
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