Marcelo D. T. Torres
- Deep-learning-enabled antibiotic discovery through molecular de-extinction
2024/06/11 by Fang Wan, Marcelo D. T. Torres, Jacqueline Peng +1 · 1 voice · 10 citations
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Antimicrobial Peptides and Activities #Bacterial Identification and Susceptibility Testing #Cell Image Analysis Techniques
- Discovery of antimicrobial peptides in the global microbiome with machine learning
2024/06/05 by Célio Dias Santos Júnior, Marcelo D. T. Torres, Yiqian Duan +14 · 1 voice · 7 citations
Immunology and Microbiology · Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Antimicrobial Peptides and Activities #Probiotics and Fermented Foods #Genomics and Phylogenetic Studies
- AllTheBacteria: a community resource empowers biology and discovers novel peptide antibiotics
2024/03/11 by Martin Hunt, Marcelo D. T. Torres, Nabil-Fareed Alikhan +42 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Genomics and Phylogenetic Studies #Microbial Community Ecology and Physiology #Microbial Metabolic Engineering and Bioproduction
- Deep learning reveals antibiotics in the archaeal proteome
2025/08/12 by Marcelo D. T. Torres, Fang Wan, César de la Fuente‐Núñez · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Antimicrobial Peptides and Activities #Biochemical and Structural Characterization #Machine Learning in Bioinformatics