Monica Golumbeanu
Monica Golumbeanu
Swiss Tropical & Public Health Institute
Verified email at - Homepage
Cited by
Cited by
Single-cell RNA-Seq reveals transcriptional heterogeneity in latent and reactivated HIV-infected cells
M Golumbeanu, S Cristinelli, S Rato, M Munoz, M Cavassini, ...
Cell reports 23 (4), 942-950, 2018
Whole-genome mapping of 5′ RNA ends in bacteria by tagged sequencing: a comprehensive view in Enterococcus faecalis
N Innocenti, M Golumbeanu, AF d'Hérouël, C Lacoux, RA Bonnin, ...
Rna 21 (5), 1018-1030, 2015
Proteo-transcriptomic dynamics of cellular response to HIV-1 infection
M Golumbeanu, S Desfarges, C Hernandez, M Quadroni, S Rato, ...
Scientific reports 9 (1), 213, 2019
Exploring viral infection using single-cell sequencing
S Rato, M Golumbeanu, A Telenti, A Ciuffi
Virus research 239, 55-68, 2017
Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malaria
T Reiker, M Golumbeanu, A Shattock, L Burgert, TA Smith, S Filippi, ...
Nature communications 12 (1), 7212, 2021
The influence of biological, epidemiological, and treatment factors on the establishment and spread of drug-resistant Plasmodium falciparum
T Masserey, T Lee, M Golumbeanu, AJ Shattock, SL Kelly, IM Hastings, ...
Elife 11, e77634, 2022
BMix: probabilistic modeling of occurring substitutions in PAR-CLIP data
M Golumbeanu, P Mohammadi, N Beerenwinkel
Bioinformatics 32 (7), 976-983, 2016
Bioinformatics and HIV latency
A Ciuffi, P Mohammadi, M Golumbeanu, J di Iulio, A Telenti
Current HIV/Aids Reports 12, 97-106, 2015
Leveraging mathematical models of disease dynamics and machine learning to improve development of novel malaria interventions
M Golumbeanu, GJ Yang, F Camponovo, EM Stuckey, N Hamon, ...
Infectious Diseases of Poverty 11 (03), 37-53, 2022
The use of routine health facility data for micro-stratification of malaria risk in mainland Tanzania
SG Thawer, M Golumbeanu, K Munisi, S Aaron, F Chacky, S Lazaro, ...
Malaria Journal 21 (1), 345, 2022
Model-informed target product profiles of long-acting-injectables for use as seasonal malaria prevention
L Burgert, T Reiker, M Golumbeanu, JJ Möhrle, MA Penny
PLOS Global Public Health 2 (3), e0000211, 2022
TMixClust: time series clustering of gene expression with gaussian mixed-effects models and smoothing splines
M Golumbeanu, N Beerenwinkel
R package version 1 (0), 2020
Combining machine learning and mathematical models of disease dynamics to guide development of novel disease interventions
M Golumbeanu, G Yang, F Camponovo, EM Stuckey, N Hamon, M Mondy, ...
medRxiv, 2021.01. 05.21249283, 2021
Machine learning approaches to calibrate individual-based infectious disease models
T Reiker, M Golumbeanu, A Shattock, L Burgert, TA Smith, S Filippi, ...
medRxiv, 2021.01. 27.21250484, 2021
Clustering time series gene expression data with TMixClust
M Golumbeanu, N Beerenwinkel
Spatio-temporal modelling of routine health facility data for malaria risk micro-stratification in mainland Tanzania
SG Thawer, M Golumbeanu, S Lazaro, F Chacky, K Munisi, S Aaron, ...
Scientific Reports 13 (1), 10600, 2023
AnophelesModel: An R package to interface mosquito bionomics, human exposure and intervention effects with models of malaria intervention impact
M Golumbeanu, O Briët, C Champagne, J Lemant, M Winkel, B Zogo, ...
bioRxiv, 2023.10. 17.562838, 2023
Applying hidden markov models to rna-seq data
M Golumbeanu
KTH Royal Institute of Technology, 2013
Bridging the Gap from Molecular Surveillance to Programmatic Decisions for Malaria Control and Elimination.
M Golumbeanu, CAV Edi, MW Hetzel, C Koepfli, C Nsanzabana
The American Journal of Tropical Medicine and Hygiene, tpmd220749-tpmd220749, 2023
Comparison of different genotyping techniques to distinguish recrudescence from new infection in studies assessing the efficacy of antimalarial drugs against Plasmodium falciparum
A Schnoz, C Beuret, M Concu, S Hosch, LK Rutaihwa, M Golumbeanu, ...
bioRxiv, 2023.04. 24.538072, 2023
The system can't perform the operation now. Try again later.
Articles 1–20