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Antoine Daina

Researcher at Swiss Institute of Bioinformatics

Publications -  23
Citations -  10169

Antoine Daina is an academic researcher from Swiss Institute of Bioinformatics. The author has contributed to research in topics: Ghrelin & Virtual screening. The author has an hindex of 11, co-authored 21 publications receiving 4435 citations. Previous affiliations of Antoine Daina include University of Basel.

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SwissADME: A free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules

TL;DR: The new SwissADME web tool is presented that gives free access to a pool of fast yet robust predictive models for physicochemical properties, pharmacokinetics, drug-likeness and medicinal chemistry friendliness, among which in-house proficient methods such as the BOILED-Egg, iLOGP and Bioavailability Radar are presented.
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SwissTargetPrediction: updated data and new features for efficient prediction of protein targets of small molecules

TL;DR: The 2019 version of SwissTargetPrediction is described, which represents a major update in terms of underlying data, backend and web interface, and high levels of predictive performance were maintained despite more extended biological and chemical spaces to be explored.
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A BOILED-Egg To Predict Gastrointestinal Absorption and Brain Penetration of Small Molecules

TL;DR: The Brain Or IntestinaL EstimateD permeation method (BOILED‐Egg) is proposed as an accurate predictive model that works by computing the lipophilicity and polarity of small molecules.
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SwissTargetPrediction: A web server for target prediction of bioactive small molecules

TL;DR: SwissTargetPrediction is introduced, a web server to accurately predict the targets of bioactive molecules based on a combination of 2D and 3D similarity measures with known ligands, which can be carried out in five different organisms.
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iLOGP: A Simple, Robust, and Efficient Description of n-Octanol/Water Partition Coefficient for Drug Design Using the GB/SA Approach.

TL;DR: A physics-based approach is presented that shows a strong linear correlation between the computed solvation free energy in implicit solvents and the experimental log Po/w on a cleansed data set of more than 17,500 molecules.