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Lista de obras de Mehmet Gönen

A Community Challenge for Inferring Genetic Predictors of Gene Essentialities through Analysis of a Functional Screen of Cancer Cell Lines

artículo científico publicado en 2017

A community effort to assess and improve drug sensitivity prediction algorithms.

artículo científico publicado en 2014

Bayesian supervised dimensionality reduction.

artículo científico publicado en 2013

Coupled dimensionality reduction and classification for supervised and semi-supervised multilabel learning

artículo científico publicado en 2014

Cytokine response in crimean-congo hemorrhagic fever virus infection.

artículo científico publicado en 2017

DREAMTools: a Python package for scoring collaborative challenges.

artículo científico publicado en 2015

Discriminating early- and late-stage cancers using multiple kernel learning on gene sets.

artículo científico publicado en 2018

Drug susceptibility prediction against a panel of drugs using kernelized Bayesian multitask learning

artículo científico publicado en 2014

Identification of SERPINE1 as a Regulator of Glioblastoma Cell Dispersal with Transcriptome Profiling

artículo científico publicado en 2019

Impact of the ST101 clone on fatality among patients with colistin-resistant Klebsiella pneumoniae infection.

artículo científico publicado en 2018

Integrating gene set analysis and nonlinear predictive modeling of disease phenotypes using a Bayesian multitask formulation.

artículo científico publicado en 2016

Integrative and personalized QSAR analysis in cancer by kernelized Bayesian matrix factorization

artículo científico publicado en 2014

Machine learning integration for predicting the effect of single amino acid substitutions on protein stability

artículo científico publicado en 2009

Modeling gene-wise dependencies improves the identification of drug response biomarkers in cancer studies

artículo científico publicado en 2017

Pan-cancer transcriptional signatures predictive of oncogenic mutations reveal that Fbw7 regulates cancer cell oxidative metabolism

artículo científico publicado en 2018

Predicting drug-target interactions from chemical and genomic kernels using Bayesian matrix factorization.

artículo científico publicado en 2012

Protein dynamics analysis reveals that missense mutations in cancer-related genes appear frequently on hinge-neighboring residues

article

Spatiotemporal prediction of infectious diseases using structured Gaussian processes with application to Crimean-Congo hemorrhagic fever

Systematic Review and Meta-analysis of Postexposure Prophylaxis for Crimean-Congo Hemorrhagic Fever Virus among Healthcare Workers

article

Ultrasensitive proteomic quantitation of cellular signaling by digitized nanoparticle-protein counting

scientific article published on 20 June 2016