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Benoît Baillif | Researchclopedia

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Benoît Baillif

11

Works

501

Citations

5

h-index

4

i10-index

Research Topics

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

Affiliations

University of Cambridge2023–2023

Bayer (France)2020–2020

Top Works

De novo generation of hit-like molecules from gene expression signatures using artificial intelligence

Oscar Méndez‐Lucio,Benoît Baillif,et al.

2020400 citations

Cell Image Analysis Techniques

Neural Networks and Applications

Deep generative models for 3D molecular structure

Benoît Baillif,Jason C. Cole,et al.

202342 citations

Exploring the Use of Compound-Induced Transcriptomic Data Generated From Cell Lines to Predict Compound Activity Toward Molecular Targets

Benoît Baillif,Joerg Wichard,et al.

202034 citations

De Novo Generation of Hit-like Molecules from Gene Expression Signatures Using Artificial Intelligence

Oscar Méndez‐Lucio,Benoît Baillif,et al.

201813 citations

De Novo Generation of Hit-like Molecules from Gene Expression Signatures Using Artificial Intelligence

Oscar Méndez‐Lucio,Benoît Baillif,et al.

20186 citations

Benchmarking structure-based three-dimensional molecular generative models using GenBench3D: ligand conformation quality matters

Benoît Baillif,Jason C. Cole,et al.

20244 citations

Applying atomistic neural networks to bias conformer ensembles towards bioactive-like conformations

Benoît Baillif,Jason C. Cole,et al.

20232 citations

Data for Applying atomistic neural networks to bias conformer ensemble towards bioactive-like conformations

Benoît Baillif

20230 citations

Pretrained atomistic neural networks

Benoît Baillif

20230 citations