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List of works by Ewa Szczurek

A mathematical model of the metastatic bottleneck predicts patient outcome and response to cancer treatment

scientific article published on 02 October 2020

A stochastic model of metastatic bottleneck predicts patient outcome and therapy response

ARA: accurate, reliable and active histopathological image classification framework with Bayesian deep learning

scientific article published on 04 October 2019

An action plan for pan-European defence against new SARS-CoV-2 variants

CONET: copy number event tree model of evolutionary tumor history for single-cell data

scientific article published on 09 June 2022

Calling for pan-European commitment for rapid and sustained reduction in SARS-CoV-2 infections

scientific article published on 18 December 2020

Classification of peptide mass fingerprint data by novel no-regret boosting method

scientific article

Comprehensive prediction in 78 human cell lines reveals rigidity and compactness of transcription factor dimers

scientific article published on 03 April 2013

Correction: Epistasis in genomic and survival data of cancer patients

Deregulation upon DNA damage revealed by joint analysis of context-specific perturbation data.

scientific article

Eleven grand challenges in single-cell data science

scientific article published on 07 February 2020

Elucidating regulatory mechanisms downstream of a signaling pathway using informative experiments

scientific article published on 7 July 2009

Epistasis in genomic and survival data of cancer patients.

scientific article

Erratum to: gespeR: a statistical model for deconvoluting off-target-confounded RNA interference screens

scientific article published on 21 October 2015

Feature selection strategies for drug sensitivity prediction

scientific article published on 10 June 2020

Inferring the paths of somatic evolution in cancer

scientific article

Introducing knowledge into differential expression analysis.

scientific article published on August 2010

Learning epistatic gene interactions from perturbation screens

scientific article published on 13 July 2021

Learning epistatic gene interactions from perturbation screens

Learning signaling networks from combinatorial perturbations by exploiting siRNA off-target effects

scientific article published on 01 July 2019

Linear effects models of signaling pathways from combinatorial perturbation data

scientific article

Mitigation and herd immunity strategy for COVID-19 is likely to fail

scientific article published on 30 March 2020

Modeling mutual exclusivity of cancer mutations

scientific article

On subset seeds for protein alignment

scientific article published in July 2009

Predicting cancer type from tumour DNA signatures.

scientific article published on 28 November 2017

Putative type IV secretion genes in Bacillus anthracis

article

Simultaneous analysis of large-scale RNAi screens for pathogen entry

scientific article

Synthetic sickness or lethality points at candidate combination therapy targets in glioblastoma

scientific article published on 4 June 2013

TiMEx: a waiting time model for mutually exclusive cancer alterations

scientific article published on 9 July 2015

gespeR: a statistical model for deconvoluting off-target-confounded RNA interference screens

scientific article published on 7 October 2015