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List of works by Sarah Mubeen

A Systems Biology Approach for Hypothesizing the Effect of Genetic Variants on Neuroimaging Features in Alzheimer’s Disease

scientific article

CLEP: A Hybrid Data- and Knowledge- Driven Framework for Generating Patient Representations

preprint published on 04 November 2020

Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures for drug discovery

scientific article published on 25 February 2022

Corrigendum: The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling

scientific article published on 29 April 2020

Data science in neurodegenerative disease: its capabilities, limitations, and perspectives

scientific article published on 01 April 2020

Drug2ways: Reasoning over causal paths in biological networks for drug discovery

scientific article published on 02 December 2020

Integration of Structured Biological Data Sources using Biological Expression Language

BioRxiv scholarly article describing Bio2BEL

MultiPaths: a python framework for analyzing multi-layer biological networks using diffusion algorithms

scientific article published on 26 December 2020

PathMe: Merging and exploring mechanistic pathway knowledge

PathMe: merging and exploring mechanistic pathway knowledge

scholarly article

The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling

preprint

The Impact of Pathway Database Choice on Statistical Enrichment Analysis and Predictive Modeling

scientific article published on 22 November 2019

Towards a global investigation of transcriptomic signatures through co-expression networks and pathway knowledge for the identification of disease mechanisms

scientific article published on 11 June 2021

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