Barlow Twins deep neural network for advanced 1D drug–target interaction prediction

Barlow Twins deep neural network for advanced 1D drug–target interaction prediction

Abstract Accurate prediction of drug–target interactions is critical for advancing drug discovery. By reducing time and cost, machine learning and deep learning can accelerate this laborious discovery process. In a novel approach, BarlowDTI, we utilise the powerful Barlow Twins architecture for feat...

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Bibliographic Details
Main Authors: Maximilian G. Schuh, Davide Boldini, Annkathrin I. Bohne, Stephan A. Sieber
Format: Article
Language:English
Published: BMC 2025-02-01
Series:Journal of Cheminformatics
Subjects:
Machine learning
Deep neural network
Drug discovery
Drug–target interactions
Online Access:https://doi.org/10.1186/s13321-025-00952-2
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