Results 21 to 30 of about 8,194,451 (253)

Predicting Drug-Target Interactions for New Drug Compounds Using a Weighted Nearest Neighbor Profile. [PDF]

open access: yesPLoS ONE, 2013
In silico discovery of interactions between drug compounds and target proteins is of core importance for improving the efficiency of the laborious and costly experimental determination of drug-target interaction.
Twan van Laarhoven, Elena Marchiori
doaj   +1 more source

Drug–target interaction prediction using unifying of graph regularized nuclear norm with bilinear factorization

open access: yesBMC Bioinformatics, 2021
Background Wet-lab experiments for identification of interactions between drugs and target proteins are time-consuming, costly and labor-intensive. The use of computational prediction of drug–target interactions (DTIs), which is one of the significant ...
Ali Ghanbari Sorkhi   +3 more
doaj   +1 more source

Machine learning for Drug-Target Interaction Prediction

open access: yes, 2022
This thesis proposes deep learning frameworks to learn and decode the drug"target interaction. The deep learning model is inspired by the drug"target interaction mechanism and exploits a rich external data resource.
Minh Tri Nguyen (16927608)
core   +1 more source

A Novel Deep Neural Network Technique for Drug–Target Interaction

open access: yesPharmaceutics, 2022
Drug discovery (DD) is a time-consuming and expensive process. Thus, the industry employs strategies such as drug repositioning and drug repurposing, which allows the application of already approved drugs to treat a different disease, as occurred in the ...
Jackson G. de Souza   +2 more
doaj   +1 more source

A semi-supervised method for drug-target interaction prediction with consistency in networks. [PDF]

open access: yesPLoS ONE, 2013
Computational prediction of interactions between drugs and their target proteins is of great importance for drug discovery and design. The difficulties of developing computational methods for the prediction of such potential interactions lie in the ...
Hailin Chen, Zuping Zhang
doaj   +1 more source

Drug Target Commons 2.0 : a community platform for systematic analysis of drug target interaction profiles [PDF]

open access: yes, 2018
Drug Target Commons (DTC) is a web platform (database with user interface) for community-driven bioactivity data integration and standardization for comprehensive mapping, reuse and analysis of compound-target interaction profiles.
Wennerberg, Krister   +9 more
core   +1 more source

Drug-drug interactions in the hospital [PDF]

open access: yes, 2007
Introduction Drug interaction screening programs are an important tool to check prescriptions of multiple drugs for potential drug-drug interactions (pDDIs). Several programs are available on the market.
Vonbach, Priska
core   +1 more source

Does adding the drug–drug similarity to drug–target interaction prediction methods make a noticeable improvement in their efficiency?

open access: yesBMC Bioinformatics, 2022
Predicting drug–target interactions (DTIs) has become an important bioinformatics issue because it is one of the critical and preliminary stages of drug repositioning.
Reza Hassanzadeh   +1 more
doaj   +1 more source

Computational Discovery of Putative Leads for Drug Repositioning through Drug-Target Interaction Prediction. [PDF]

open access: yesPLoS Computational Biology, 2016
De novo experimental drug discovery is an expensive and time-consuming task. It requires the identification of drug-target interactions (DTIs) towards targets of biological interest, either to inhibit or enhance a specific molecular function.
Edgar D Coelho   +2 more
doaj   +1 more source

Digoxin + Cyclosporine - contextualized potential drug-drug interaction clinical algorithm

open access: yes, 2020
An algorithm developed for research purposes that summarizes the potential drug-drug interaction between digoxin and cyclosporine. The information is not advice, and should not be treated as such.
Contributors to the A Minimum Representation of Potential Drug-Drug Interaction Knowledge and Evidence - Technical and User-centered Foundation Specification
core   +1 more source

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