no code implementations • 8 Feb 2024 • Christopher Iliffe Sprague, Arne Elofsson, Hossein Azizpour
Despite this, connections between control theory and generative models in the literature are sparse, even though there are several machine learning applications with physically stable data points.
no code implementations • 15 Dec 2022 • Arne Elofsson
In Dec 2020, the results of AlphaFold2 were presented at CASP14, sparking a revolution in the field of protein structure predictions.
no code implementations • 16 May 2021 • Elodie Laine, Stephan Eismann, Arne Elofsson, Sergei Grudinin
The potential of deep learning has been recognized in the protein structure prediction community for some time, and became indisputable after CASP13.
no code implementations • 27 Jun 2020 • Reyhaneh Naderi, Homa Saadati Mollaei, Arne Elofsson, Saman Hosseini Ashtiani
Methods: In order to cast light on the complex molecular interactions in psoriasis vulgaris at both protein-protein interactions and transcriptomics levels, we analyzed a set of microarray gene expression analysis consisting of 170 paired lesional and non-lesional samples.
1 code implementation • 25 Sep 2019 • Federico Baldassarre, David Menéndez Hurtado, Arne Elofsson, Hossein Azizpour
Proteins are ubiquitous molecules whose function in biological processes is determined by their 3D structure.
1 code implementation • 17 Apr 2018 • David Menéndez Hurtado, Karolis Uziela, Arne Elofsson
RESULTS: We first introduce a deep neural network architecture to predict model quality using significantly fewer input features than state-of-the-art methods.