Author

Siddharth Ramchandran

Aalto UniversityORCID 0000-0001-6374-7329Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1

Frequent Co-Authors

Harri J LähdesmäkiiD· 2 shared Aki VehtariiD· 1 shared Juhi SomaniiD· 1 shared Lu ChengiD· 1 shared Niina LietzéniD· 1 shared Riitta LahesmaaiD· 1 shared Tommi VataneniD· 1 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 16 mutual co-author links

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2 shared papersSystems Biology

Harri J LähdesmäkiORCID

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2 papers

Recent·Most cited

Systems Biologynpj Systems Biology and ApplicationsPeer-reviewedJun 9, 2020

A personalised approach for identifying disease-relevant pathways in heterogeneous diseases

Juhi Somani, Siddharth Ramchandran, Harri J Lähdesmäki

This paper introduces a personalized method for analyzing time-course gene expression data in heterogeneous diseases, showing it can identify disease-relevant pathways more effectively than non-personalized approaches.

1 citation

humanbulk RNA-seq

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BioinformaticsbioRxivPreprintFeb 6, 2018

LonGP: an additive Gaussian process regression model for longitudinal study designs

Lu Cheng, Siddharth Ramchandran, Tommi Vatanen…·Harri J Lähdesmäki

LonGP is a Gaussian process regression model for longitudinal studies that handles time-varying covariates and non-linear effects, showing performance on simulated and real -omics data.

1 citation

statistical modelbenchmarking

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