A
Arvid Berg
Researcher at Uppsala University
Publications - 7
Citations - 480
Arvid Berg is an academic researcher from Uppsala University. The author has contributed to research in topics: Prediction interval & Virtual screening. The author has an hindex of 5, co-authored 7 publications receiving 373 citations.
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The Chemistry Development Kit (CDK) v2.0: atom typing, depiction, molecular formulas, and substructure searching
Egon Willighagen,John Mayfield,Jonathan Alvarsson,Arvid Berg,Lars Carlsson,Nina Jeliazkova,Stefan Kuhn,Tomáš Pluskal,Miquel Rojas-Chertó,Ola Spjuth,gilleain torrance,Chris T. Evelo,Rajarshi Guha,Christoph Steinbeck +13 more
TL;DR: This paper highlights the continued efforts to provide a community driven, open source cheminformatics library, and shows that such collaborative projects can thrive over extended periods of time, resulting in a high-quality and performant library.
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Bioclipse 2: A scriptable integration platform for the life sciences
Ola Spjuth,Jonathan Alvarsson,Arvid Berg,Martin Eklund,Stefan Kuhn,Carl Mäsak,gilleain torrance,Johannes Wagener,Egon Willighagen,Christoph Steinbeck,Jarl E. S. Wikberg +10 more
TL;DR: Developed as a Rich Client based on Eclipse, Bioclipse 2 leverages on today's powerful desktop computers for providing a responsive user interface, but also takes full advantage of the Web and networked services for more demanding calculations or retrieved data.
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A confidence predictor for logD using conformal regression and a support-vector machine
Maris Lapins,Staffan Arvidsson,Samuel Lampa,Arvid Berg,Wesley Schaal,Jonathan Alvarsson,Ola Spjuth +6 more
TL;DR: Large-scale models to predict water–octanol distribution coefficient (logD) for chemical compounds, aiding drug discovery projects, are developed using ACD/logD data for 1.6 million compounds from the ChEMBL database.
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Predicting Off-Target Binding Profiles With Confidence Using Conformal Prediction
Samuel Lampa,Jonathan Alvarsson,Staffan Arvidsson Mc Shane,Arvid Berg,Ernst Ahlberg,Ola Spjuth +5 more
TL;DR: A methodology that uses Conformal Prediction for predicting off-target interactions, with models trained on data from 31 targets in the ExCAPE-DB dataset selected for their utility in broad early hazard assessment is described.
Journal ArticleDOI
Applications of the InChI in cheminformatics with the CDK and Bioclipse
TL;DR: How the InChI library is used in the Bioclipse workbench and the Chemistry Development Kit (CDK) cheminformatics library is described, showing that the functionality easily accessible by Java software, such as in the CDK.