Marco Capuccini
Marco Capuccini
Voi Technology AB
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PhenoMeNal: processing and analysis of metabolomics data in the cloud
K Peters, J Bradbury, S Bergmann, M Capuccini, M Cascante, P de Atauri, ...
GigaScience 8 (2), giy149, 2019
Container-based bioinformatics with Pachyderm
JA Novella, P Emami Khoonsari, S Herman, D Whitenack, M Capuccini, ...
Bioinformatics 35 (5), 839-846, 2019
Efficient iterative virtual screening with Apache Spark and conformal prediction
L Ahmed, V Georgiev, M Capuccini, S Toor, W Schaal, E Laure, O Spjuth
Journal of cheminformatics 10, 1-8, 2018
Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction
H Olsson, K Kartasalo, N Mulliqi, M Capuccini, P Ruusuvuori, ...
Nature communications 13 (1), 7761, 2022
Interoperable and scalable data analysis with microservices: applications in metabolomics
P Emami Khoonsari, P Moreno, S Bergmann, J Burman, M Capuccini, ...
Bioinformatics 35 (19), 3752-3760, 2019
SNIC Science Cloud (SSC): a national-scale cloud infrastructure for Swedish academia
S Toor, M Lindberg, I Falman, A Vallin, O Mohill, P Freyhult, L Nilsson, ...
2017 IEEE 13th international conference on e-science (e-Science), 219-227, 2017
Large-scale virtual screening on public cloud resources with Apache Spark
M Capuccini, L Ahmed, W Schaal, E Laure, O Spjuth
Journal of Cheminformatics 9, 1-6, 2017
On-demand virtual research environments using microservices
M Capuccini, A Larsson, M Carone, JA Novella, N Sadawi, J Gao, S Toor, ...
PeerJ Computer Science 5, e232, 2019
Conformal prediction in spark: Large-scale machine learning with confidence
M Capuccini, L Carlsson, U Norinder, O Spjuth
2015 IEEE/ACM 2nd International Symposium on Big Data Computing (BDC), 61-67, 2015
Approaches for containerized scientific workflows in cloud environments with applications in life science
O Spjuth, M Capuccini, M Carone, A Larsson, W Schaal, JA Novella, ...
F1000Research 10, 513, 2021
MaRe: processing big data with application containers on apache spark
M Capuccini, M Dahlö, S Toor, O Spjuth
GigaScience 9 (5), giaa042, 2020
Metabolomics in the cloud: scaling computational tools to big data
J Gao, N Sadawi, I Karaman, J Pearce, P Moreno, A Larsson, ...
arXiv preprint arXiv:1904.02288, 2019
Enabling Scalable Data Analysis on Cloud Resources with Applications in Life Science
M Capuccini
Acta Universitatis Upsaliensis, 2019
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