Laurent Mombaerts
Laurent Mombaerts
PhD - Sr. Applied Scientist, Amazon Web Services
Verified email at
Cited by
Cited by
An interpretable mortality prediction model for COVID-19 patients
L Yan, HT Zhang, J Goncalves, Y Xiao, M Wang, Y Guo, C Sun, X Tang, ...
Nature Machine Intelligence, 1-6, 2020
SARS-CoV-2 transmission risk from asymptomatic carriers: results from a mass screening programme in Luxembourg
P Wilmes, J Zimmer, J Schulz, F Glod, L Veiber, L Mombaerts, ...
The Lancet Regional Health–Europe 4, 2021
Gene regulatory network inference from sparsely sampled noisy data
A Aalto, L Viitasaari, P Ilmonen, L Mombaerts, J Gonçalves
Nature communications 11 (1), 1-9, 2020
Modelling COVID-19 dynamics and potential for herd immunity by vaccination in Austria, Luxembourg and Sweden
F Kemp, D Proverbio, A Aalto, L Mombaerts, AF d’Hérouël, A Husch, ...
Journal of Theoretical Biology 530, 110874, 2021
Differential effects of day/night cues and the circadian clock on the barley transcriptome
LM Müller, L Mombaerts, A Pankin, SJ Davis, AAR Webb, J Goncalves, ...
Plant Physiology 183 (2), 765-779, 2020
SARS-CoV-2 transmission in educational settings during an early summer epidemic wave in Luxembourg, 2020
J Mossong, L Mombaerts, L Veiber, J Pastore, GL Coroller, M Schnell, ...
BMC Infectious Diseases 21, 1-8, 2021
Development and validation of a prognostic risk score system for COVID-19 inpatients: a multi-center retrospective study in China
Y Yuan, C Sun, X Tang, C Cheng, L Mombaerts, M Wang, T Hu, C Sun, ...
Engineering 8, 116-121, 2022
Dynamical differential expression (DyDE) reveals the period control mechanisms of the Arabidopsis circadian oscillator
L Mombaerts, A Carignano, FC Robertson, TJ Hearn, J Junyang, ...
PLOS Computational Biology 15 (1), e1006674, 2019
Intraoperative discrimination of native meningioma and dura mater by Raman spectroscopy
F Jelke, G Mirizzi, FK Borgmann, A Husch, R Slimani, GG Klamminger, ...
Scientific Reports 11 (1), 23583, 2021
COVID-19 crisis management in Luxembourg: Insights from an epidemionomic approach
M Burzyñski, J Machado, A Aalto, M Beine, J Goncalves, T Haas, F Kemp, ...
Economics & Human Biology 43, 101051, 2021
Dynamical SPQEIR model assesses the effectiveness of non-pharmaceutical interventions against COVID-19 epidemic outbreaks
D Proverbio, F Kemp, S Magni, A Husch, A Aalto, L Mombaerts, A Skupin, ...
PloS one 16 (5), e0252019, 2021
Cell‐to‐cell and type‐to‐type heterogeneity of signaling networks: insights from the crowd
A Gabor, M Tognetti, A Driessen, J Tanevski, B Guo, W Cao, H Shen, T Yu, ...
Molecular systems biology 17 (10), e10402, 2021
Optimising time-series experimental design for modelling of circadian rhythms: The value of transient data
L Mombaerts, A Mauroy, J Gonçalves
IFAC-PapersOnLine 49 (26), 109-113, 2016
An interpretable mortality prediction model for COVID-19 patients. Nat Mach Intell 2: 283–288
L Yan, HT Zhang, J Goncalves, Y Xiao, M Wang, Y Guo, C Sun, X Tang, ...
A multifactorial evaluation framework for gene regulatory network reconstruction
L Mombaerts, A Aalto, J Markdahl, J Gonçalves
IFAC-PapersOnLine 52 (26), 262-268, 2019
Continuous glucose monitoring: Using CGM to guide insulin therapy virtual trials results
L Mombaerts, F Thomas, M Signal, T Desaive, JG Chase
IFAC-PapersOnLine 48 (20), 112-117, 2015
Differentiation of primary CNS lymphoma and glioblastoma using Raman spectroscopy and machine learning algorithms
GG Klamminger, K Klein, L Mombaerts, F Jelke, G Mirizzi, R Slimani, ...
Free Neuropathology 2, 2021
Mass screening for SARS-CoV-2 uncovers significant transmission risk from asymptomatic carriers
P Wilmes, J Zimmer, J Schulz, F Glod, L Veiber, L Mombaerts, ...
Assessing suppression strategies against epidemic outbreaks like COVID-19: the SPQEIR model
D Proverbio, F Kemp, S Magni, A Husch, A Aalto, L Mombaerts, A Skupin, ...
medRxiv, 2020.04. 22.20075804, 2020
Computational Assessment of Spectral Heterogeneity within Fresh Glioblastoma Tissue Using Raman Spectroscopy and Machine Learning Algorithms
K Klein, GG Klamminger, L Mombaerts, F Jelke, IF Arroteia, R Slimani, ...
Molecules 29 (5), 979, 2024
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