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Data for DeepRank2 tutorials

Authors: Giulia Crocioni;

Data for DeepRank2 tutorials

Abstract

{"references": ["Marzella DF, Parizi FM, van Tilborg D, Renaud N, Sybrandi D, Buzatu R, Rademaker DT, 't Hoen PAC, Xue LC. PANDORA: A Fast, Anchor-Restrained Modelling Protocol for Peptide: MHC Complexes. Front Immunol. 2022 May 10;13:878762. doi: 10.3389/fimmu.2022.878762. PMID: 35619705; PMCID: PMC9127323.", "Ramakrishnan G, Baakman C, Heijl S, Vroling B, van Horck R, Hiraki J, Xue LC, Huynen MA. Understanding structure-guided variant effect predictions using 3D convolutional neural networks. Front Mol Biosci. 2023 Jul 5;10:1204157. doi: 10.3389/fmolb.2023.1204157. PMID: 37475887; PMCID: PMC10354367."]}

This data contains raw PDB files and other metadata that can be used to run DeepRank2 tutorials for processing and later training on protein-protein interfaces and protein structures containing single residue variants. The PDB files in data_raw/ppi/ folder have been generated using PANDORA software. The PDB files in data_raw/srv/ folder have been retrieved from Ramakrishnan et al.

Related Organizations
Keywords

pMHCI, Protein protein interface, HDF5, Single residue variant, Convolutional neural network, DeepRank2, Geometric deep learning, Graph neural network, 3D protein structure, PDB file

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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