Author

Leopold Parts

Primary ORCID profile (0000-0002-2618-670X · 25 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Leopold PartsiD25 papers · Wellcome Sanger Institute

Biology Disciplines

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Bioinformatics· 1 Genetics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:chromatin & epigenetic regulation· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Ana ViñuelaiD· 1 shared Andrew Anand BrowniD· 1 shared Dan Glass· 1 shared John Winn· 1 shared Richard Durbin· 1 shared Tanel Pärnamaa· 1 shared Timothy Spector· 1 shared Zhihao Ding· 1 shared

Activity by Year

2014-2016 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 21 mutual co-author links

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1 shared paperGenomics

Ana ViñuelaORCID

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3 papers

Recent·Most cited

Accurate classification of protein subcellular localization from high throughput microscopy images using deep learning

Tanel Pärnamaa, Leopold Parts

This paper trains a deep learning model to classify protein subcellular localization from high throughput microscopy images, achieving high accuracy in both cell and protein-level classifications.

bioRxiv · Apr 28, 2016Bioinformatics

Pathway based factor analysis of gene expression data produces highly heritable phenotypes that associate with age

Andrew Anand Brown, Zhihao Ding, Ana Viñuela, Dan Glass, Leopold Parts, Timothy Spector, John Winn, Richard Durbin

The paper uses pathway-based factor analysis on gene expression data to identify heritable phenotypes linked to age, finding 69 significant associations across KEGG pathways.

G3 Genes|Genomes|Genetics · May 1, 2015Peer-reviewedGenomics

Molecular phenotypes that are causal to complex traits can have low heritability and are expected to have small influence.

The paper shows that molecular phenotypes causal to complex traits can have low heritability and that heritability depends on phenotype definition and measurement strategies.

bioRxiv · Sep 22, 2014 · PreprintGenetics