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Noé Sturm | Researchclopedia

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Noé Sturm

Novartis (Switzerland)ORCID

39

Works

850

Citations

12

h-index

16

i10-index

Research Topics

Computational Drug Discovery Methods Machine Learning in Materials Science Microbial Natural Products and Biosynthesis

Affiliations

Griffith University2012–2017

University of Modena and Reggio Emilia2017–2018

Novartis (Switzerland)2021–2024

Centre National de la Recherche Scientifique2012–2016

AstraZeneca (Brazil)2018–2018

Top Works

On the Integration of In Silico Drug Design Methods for Drug Repurposing

E. Vila,Luca Pinzi,et al.

2017232 citations

Machine Learning and Algorithms

Advanced Graph Neural Networks

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx,Lewis Mervin,et al.

2023100 citations

Structural Insights into the Molecular Basis of the Ligand Promiscuity

Noé Sturm,Jérémy Desaphy,et al.

201261 citations

Splitting chemical structure data sets for federated privacy-preserving machine learning

Jaak Simm,Lina Humbeck,et al.

202158 citations

Industry-scale application and evaluation of deep learning for drug target prediction

Noé Sturm,Andreas Mayr,et al.

202055 citations

Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions

Maria‐Anna Trapotsi,Lewis Mervin,et al.

202150 citations

Industry-Scale Orchestrated Federated Learning for Drug Discovery

Martijn Oldenhof,Gergely Ács,et al.

202339 citations

Combining structural and bioactivity-based fingerprints improves prediction performance and scaffold hopping capability

Oliver Laufkötter,Noé Sturm,et al.

201939 citations

Application of Bioactivity Profile-Based Fingerprints for Building Machine Learning Models

Noé Sturm,Jiangming Sun,et al.

201839 citations