Nicola Zamboni

Orcid: 0000-0003-1271-1021

According to our database1, Nicola Zamboni authored at least 12 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Regularized adversarial learning for normalization of multi-batch untargeted metabolomics data.
Bioinform., March, 2023

2022
Computational Metabolomics: From Spectra to Knowledge (Dagstuhl Seminar 22181).
Dagstuhl Reports, 2022

Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2020
Computational Metabolomics: From Cheminformatics to Machine Learning (Dagstuhl Seminar 20051).
Dagstuhl Reports, 2020

SPHN/PHRT: Forming a Swiss-Wide Infrastructure for Data-Driven Sepsis Research.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2017
Metabolic network segmentation: A probabilistic graphical modeling approach to identify the sites and sequential order of metabolic regulation from non-targeted metabolomics data.
PLoS Comput. Biol., 2017

2016
SUMOFLUX: A Generalized Method for Targeted 13C Metabolic Flux Ratio Analysis.
PLoS Comput. Biol., 2016

2012
Metabolite identification and molecular fingerprint prediction through machine learning.
Bioinform., 2012

2008
anNET: a tool for network-embedded thermodynamic analysis of quantitative metabolome data.
BMC Bioinform., 2008

An analytic and systematic framework for estimating metabolic flux ratios from <sup>13</sup><i>C </i>tracer experiments.
BMC Bioinform., 2008

2005
FiatFlux - a software for metabolic flux analysis from <sup>13</sup>C-glucose experiments.
BMC Bioinform., 2005


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