Novel applications of Machine Learning in cheminformatics

著者: Spjuth, Ola
出版年 J Cheminform (2018)

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

著者: Lampa, Samuel, Alvarsson, Jonathan, Spjuth, Ola
出版年 J Cheminform (2016)

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

著者: Fagerholm, Urban, Hellberg, Sven, Spjuth, Ola
出版年 Molecules (2021)

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

著者: Eklund, Martin, Spjuth, Ola, Wikberg, Jarl ES
出版事項 2008

An eScience-Bayes strategy for analyzing omics data

著者: Eklund, Martin, Spjuth, Ola, Wikberg, Jarl ES
出版事項 2010

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

著者: Kensert, Alexander, Harrison, Philip J., Spjuth, Ola
出版年 SLAS Discov (2019)

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

著者: Siretskiy, Alexey, Sundqvist, Tore, Voznesenskiy, Mikhail, Spjuth, Ola
出版年 Gigascience (2015)

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

著者: Siretskiy, Alexey, Sundqvist, Tore, Voznesenskiy, Mikhail, Spjuth, Ola
出版年 Gigascience (2015)

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

著者: Lampa, Samuel, Dahlö, Martin, Alvarsson, Jonathan, Spjuth, Ola
出版年 Gigascience (2019)

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

著者: Kensert, Alexander, Alvarsson, Jonathan, Norinder, Ulf, Spjuth, Ola
出版年 J Cheminform (2018)

MaRe: Processing Big Data with application containers on Apache Spark

著者: Capuccini, Marco, Dahlö, Martin, Toor, Salman, Spjuth, Ola
出版年 Gigascience (2020)

Applications of the InChI in cheminformatics with the CDK and Bioclipse

著者: Spjuth, Ola, Berg, Arvid, Adams, Samuel, Willighagen, Egon L
出版事項 2013

Automated QuantMap for rapid quantitative molecular network topology analysis

著者: Schaal, Wesley, Hammerling, Ulf, Gustafsson, Mats G., Spjuth, Ola
出版事項 2013

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

著者: Dahlö, Martin, Scofield, Douglas G, Schaal, Wesley, Spjuth, Ola
出版年 Gigascience (2018)

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

著者: Willighagen Egon L, Spjuth Ola, Wagener Johannes, Wikberg Jarl ES
出版事項 2009-09-01

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

著者: Wagener, Johannes, Spjuth, Ola, Willighagen, Egon L, Wikberg, Jarl ES
出版事項 2009

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

著者: Capuccini, Marco, Ahmed, Laeeq, Schaal, Wesley, Laure, Erwin, Spjuth, Ola
出版年 J Cheminform (2017)

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

著者: Herman, Stephanie, Åkerfeldt, Torbjörn, Spjuth, Ola, Burman, Joachim, Kultima, Kim
出版年 Cells (2019)

Machine Learning Strategies When Transitioning between Biological Assays

著者: Arvidsson McShane, Staffan, Ahlberg, Ernst, Noeske, Tobias, Spjuth, Ola
出版年 J Chem Inf Model (2021)

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

著者: Glen Robert C, Adams Samuel, Spjuth Ola, Carlsson Lars, Boyer Scott
出版事項 2010-07-01