A fast machine learning workflow for rapid phenotype prediction from whole shotgun metagenomes
- Anna Paola Carrieri
- Will P. M. Rowe
- et al.
- 2019
- AAAI 2019
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10 results for Martyn Winn
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- Anna Paola Carrieri
- Niina Haiminen
- et al.
- 2021
- Scientific Reports
Tuneable poration: host defense peptides as sequence probes for antimicrobial mechanisms
- Marc-Philipp Pfeil
- Alice L. B. Pyne
- et al.
- 2018
- Scientific Reports
Modulation of Antimicrobial Peptide Potency in Stressed Lipid Bilayers
- Valeria Losasso
- Ya Wen Hsiao
- et al.
- 2019
- Physical Review Letters
K-mer clustering algorithm using a MapReduce approach
- Chang Sik Kim
- Martyn D. Winn
- et al.
- 2014
- BIBM 2014
Parallelization of the trinity pipeline for de Novo transcriptome assembly
- Vipin Sachdeva
- Chang Sik Kim
- et al.
- 2014
- IPDPSW 2014
Streaming histogram sketching for rapid microbiome analytics
- Will P. M. Rowe
- Anna Paola Carrieri
- et al.
- 2019
- Microbiome
K-mer clustering algorithm using a MapReduce framework: Application to the parallelization of the Inchworm module of Trinity
- Chang Sik Kim
- Martyn Winn
- et al.
- 2017
- BMC Bioinformatics
Accelerating molecular discovery through data and physical sciences: Applications to peptide-membrane interactions
- 2018
- Journal of Chemical Physics
Cooperative Modes of Action of Antimicrobial Peptides Characterized with Atomistic Simulations: A Study on Cecropin B
- Ya Wen Hsiao
- Magnus Hedström
- et al.
- 2018
- Journal of Physical Chemistry B