Novel applications of Machine Learning in cheminformatics

Por Spjuth, Ola
Publicado no J Cheminform (2018)

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

Por Lampa, Samuel, Alvarsson, Jonathan, Spjuth, Ola
Publicado no J Cheminform (2016)

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

Por Eklund, Martin, Spjuth, Ola, Wikberg, Jarl ES
Publicado em 2008

An eScience-Bayes strategy for analyzing omics data

Por Eklund, Martin, Spjuth, Ola, Wikberg, Jarl ES
Publicado em 2010

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

Por Kensert, Alexander, Harrison, Philip J., Spjuth, Ola
Publicado no SLAS Discov (2019)

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

Por Siretskiy, Alexey, Sundqvist, Tore, Voznesenskiy, Mikhail, Spjuth, Ola
Publicado no Gigascience (2015)

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

Por Siretskiy, Alexey, Sundqvist, Tore, Voznesenskiy, Mikhail, Spjuth, Ola
Publicado no Gigascience (2015)

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

Por Lampa, Samuel, Dahlö, Martin, Alvarsson, Jonathan, Spjuth, Ola
Publicado no Gigascience (2019)

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

Por Kensert, Alexander, Alvarsson, Jonathan, Norinder, Ulf, Spjuth, Ola
Publicado no J Cheminform (2018)

MaRe: Processing Big Data with application containers on Apache Spark

Por Capuccini, Marco, Dahlö, Martin, Toor, Salman, Spjuth, Ola
Publicado no Gigascience (2020)

Applications of the InChI in cheminformatics with the CDK and Bioclipse

Por Spjuth, Ola, Berg, Arvid, Adams, Samuel, Willighagen, Egon L
Publicado em 2013

Automated QuantMap for rapid quantitative molecular network topology analysis

Por Schaal, Wesley, Hammerling, Ulf, Gustafsson, Mats G., Spjuth, Ola
Publicado em 2013

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

Por Dahlö, Martin, Scofield, Douglas G, Schaal, Wesley, Spjuth, Ola
Publicado no Gigascience (2018)

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

Por Willighagen Egon L, Spjuth Ola, Wagener Johannes, Wikberg Jarl ES
Publicado em 2009-09-01

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

Por Wagener, Johannes, Spjuth, Ola, Willighagen, Egon L, Wikberg, Jarl ES
Publicado em 2009

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

Por Capuccini, Marco, Ahmed, Laeeq, Schaal, Wesley, Laure, Erwin, Spjuth, Ola
Publicado no J Cheminform (2017)

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

Por Herman, Stephanie, Åkerfeldt, Torbjörn, Spjuth, Ola, Burman, Joachim, Kultima, Kim
Publicado no Cells (2019)

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

Por Glen Robert C, Adams Samuel, Spjuth Ola, Carlsson Lars, Boyer Scott
Publicado em 2010-07-01

Proteochemometric modeling of HIV protease susceptibility

Por Lapins, Maris, Eklund, Martin, Spjuth, Ola, Prusis, Peteris, Wikberg, Jarl ES
Publicado em 2008

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

Por Carlsson, Lars, Spjuth, Ola, Adams, Samuel, Glen, Robert C, Boyer, Scott
Publicado em 2010