Empress enables tree-guided, interactive, and exploratory analyses of multi-omic data sets
- Kalen Cantrell
- Marcus W. Fedarko
- et al.
- 2021
- mSystems
Publications
21 results for Anna Paola Carrieri
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- Anna Paola Carrieri
- Niina Haiminen
- et al.
- 2021
- Scientific Reports
Using human in vitro transcriptome analysis to build trustworthy machine learning models for prediction of animal drug toxicity
- 2020
- Scientific Reports
Human skin, oral, and gut microbiomes predict chronological age
- Shi Huang
- Niina Haiminen
- et al.
- 2020
- mSystems
Combining human cell line transcriptome analysis and Bayesian inference to build trustworthy machine learning models for prediction of animal toxicity in drug development
- 2019
- NeurIPS 2019
Streaming histogram sketching for rapid microbiome analytics
- Will P. M. Rowe
- Anna Paola Carrieri
- et al.
- 2019
- Microbiome
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
Accelerating molecular discovery through data and physical sciences: Applications to peptide-membrane interactions
- 2018
- Journal of Chemical Physics
Species-driven persistent phylogeny
- Paola Bonizzoni
- Anna Paola Carrieri
- et al.
- 2017
- Fundamenta Informaticae
Sampling ARG of multiple populations under complex configurations of subdivision and admixture
- Anna Paola Carrieri
- Filippo Utro
- et al.
- 2015
- Bioinformatics