Novel applications of Machine Learning in cheminformatics

מאת Spjuth, Ola
הוצא לאור ב J Cheminform (2018)

Towards agile large-scale predictive modelling in drug discovery with flow-based programming design principles

מאת Lampa, Samuel, Alvarsson, Jonathan, Spjuth, Ola
הוצא לאור ב J Cheminform (2016)

Advances in Predictions of Oral Bioavailability of Candidate Drugs in Man with New Machine Learning Methodology

מאת Fagerholm, Urban, Hellberg, Sven, Spjuth, Ola
הוצא לאור ב Molecules (2021)

The C(1)C(2): A framework for simultaneous model selection and assessment

מאת Eklund, Martin, Spjuth, Ola, Wikberg, Jarl ES
יצא לאור 2008

An eScience-Bayes strategy for analyzing omics data

מאת Eklund, Martin, Spjuth, Ola, Wikberg, Jarl ES
יצא לאור 2010

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes

מאת Kensert, Alexander, Harrison, Philip J., Spjuth, Ola
הוצא לאור ב SLAS Discov (2019)

A quantitative assessment of the Hadoop framework for analyzing massively parallel DNA sequencing data

מאת Siretskiy, Alexey, Sundqvist, Tore, Voznesenskiy, Mikhail, Spjuth, Ola
הוצא לאור ב Gigascience (2015)

Erratum to: A quantitative assessment of the Hadoop framework for analyzing massively parallel DNA sequencing data

מאת Siretskiy, Alexey, Sundqvist, Tore, Voznesenskiy, Mikhail, Spjuth, Ola
הוצא לאור ב Gigascience (2015)

SciPipe: A workflow library for agile development of complex and dynamic bioinformatics pipelines

מאת Lampa, Samuel, Dahlö, Martin, Alvarsson, Jonathan, Spjuth, Ola
הוצא לאור ב Gigascience (2019)

Evaluating parameters for ligand-based modeling with random forest on sparse data sets

מאת Kensert, Alexander, Alvarsson, Jonathan, Norinder, Ulf, Spjuth, Ola
הוצא לאור ב J Cheminform (2018)

MaRe: Processing Big Data with application containers on Apache Spark

מאת Capuccini, Marco, Dahlö, Martin, Toor, Salman, Spjuth, Ola
הוצא לאור ב Gigascience (2020)

Applications of the InChI in cheminformatics with the CDK and Bioclipse

מאת Spjuth, Ola, Berg, Arvid, Adams, Samuel, Willighagen, Egon L
יצא לאור 2013

Automated QuantMap for rapid quantitative molecular network topology analysis

מאת Schaal, Wesley, Hammerling, Ulf, Gustafsson, Mats G., Spjuth, Ola
יצא לאור 2013

Tracking the NGS revolution: managing life science research on shared high-performance computing clusters

מאת Dahlö, Martin, Scofield, Douglas G, Schaal, Wesley, Spjuth, Ola
הוצא לאור ב Gigascience (2018)

XMPP for cloud computing in bioinformatics supporting discovery and invocation of asynchronous web services

מאת Willighagen Egon L, Spjuth Ola, Wagener Johannes, Wikberg Jarl ES
יצא לאור 2009-09-01

XMPP for cloud computing in bioinformatics supporting discovery and invocation of asynchronous web services

מאת Wagener, Johannes, Spjuth, Ola, Willighagen, Egon L, Wikberg, Jarl ES
יצא לאור 2009

Large-scale virtual screening on public cloud resources with Apache Spark

מאת Capuccini, Marco, Ahmed, Laeeq, Schaal, Wesley, Laure, Erwin, Spjuth, Ola
הוצא לאור ב J Cheminform (2017)

Biochemical Differences in Cerebrospinal Fluid between Secondary Progressive and Relapsing–Remitting Multiple Sclerosis

מאת Herman, Stephanie, Åkerfeldt, Torbjörn, Spjuth, Ola, Burman, Joachim, Kultima, Kim
הוצא לאור ב Cells (2019)

Machine Learning Strategies When Transitioning between Biological Assays

מאת Arvidsson McShane, Staffan, Ahlberg, Ernst, Noeske, Tobias, Spjuth, Ola
הוצא לאור ב J Chem Inf Model (2021)

Use of historic metabolic biotransformation data as a means of anticipating metabolic sites using MetaPrint2D and Bioclipse

מאת Glen Robert C, Adams Samuel, Spjuth Ola, Carlsson Lars, Boyer Scott
יצא לאור 2010-07-01