Deep Multitask Learning-Driven Discovery of New Compounds Targeting Leishmania infantum

• Eder Soares de Almeida Santos,
• Jade Milhomem Lemos,
• Alexandra Maria dos Santos Carvalho,
• Felipe da Silva Mendonça de Melo,
• Eufrasia de Sousa Pereira,
• José Teófilo Moreira-Filho,
• Rodolpho de Campos Braga,
• Eugene N. Muratov,
• Philippe Grellier,
• Sébastien Charneau,
• Izabela Marques Dourado Bastos,
• Bruno Junior Neves

Affiliations

Eder Soares de Almeida Santos

Laboratory of Cheminformatics, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, Brazil

Jade Milhomem Lemos

Laboratory of Cheminformatics, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, Brazil

Alexandra Maria dos Santos Carvalho

Pathogen-Host Interface Laboratory, Department of Cell Biology, Institute of Biological Sciences, Universidade de Brasilia, Brasilia, Brazil

Felipe da Silva Mendonça de Melo

Pathogen-Host Interface Laboratory, Department of Cell Biology, Institute of Biological Sciences, Universidade de Brasilia, Brasilia, Brazil

Eufrasia de Sousa Pereira

Laboratory of Cheminformatics, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, Brazil

José Teófilo Moreira-Filho

InsilicAll Ltda, São Paulo, Brazil

Rodolpho de Campos Braga

InsilicAll Ltda, São Paulo, Brazil

Eugene N. Muratov

Laboratory for Molecular Modeling, UNC Eshelman School of Pharmacy, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States

Philippe Grellier

UMR 7245 Molécules de Communication et Adaptation des Micro-organismes, Muséum National d’Histoire Naturelle, Paris, France

Sébastien Charneau

Laboratory of Protein Chemistry and Biochemistry, Department of Cell Biology, Institute of Biological Sciences, Universidade de Brasilia, Brasilia, Brazil

Izabela Marques Dourado Bastos

Pathogen-Host Interface Laboratory, Department of Cell Biology, Institute of Biological Sciences, Universidade de Brasilia, Brasilia, Brazil

Bruno Junior Neves

Laboratory of Cheminformatics, Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, Brazil