TY - JOUR
T1 - Human exposome assessment platform
AU - Merino Martinez, Roxana
AU - Muller, Heimo
AU - Negru, Stefan
AU - Ormenisan, Alex
AU - Arroyo Muhr, Laila Sara
AU - Zhang, Xinyue
AU - Trier Moller, Frederik
AU - Clements, Mark S.
AU - Kozlakidis, Zisis
AU - Pimenoff, Ville N.
AU - Wilkowski, Bartlomiej
AU - Boeckhout, Martin
AU - Öhman, Hanna
AU - Chong, Steven
AU - Holzinger, Andreas
AU - Lehtinen, Matti
AU - Van Veen, Evert Ben
AU - Bala, Piotr
AU - Widschwendter, Martin
AU - Dowling, Jim
AU - Tornroos, Juha
AU - Snyder, Michael P.
AU - Dillner, Joakim
N1 - Funding Information:
The results reported herein correspond to specific aims of grant 874662 to the HEAP consortium from the European Union including funding to support open access publishing.
PY - 2021/12/3
Y1 - 2021/12/3
N2 - The Human Exposome Assessment Platform (HEAP) is a research resource for the integrated and efficient management and analysis of human exposome data. The project will provide the complete workflow for obtaining exposome actionable knowledge from population-based cohorts. HEAP is a state-of-the-science service composed of computational resources from partner institutions, accessed through a software framework that provides the world's fastest Hadoop platform for data warehousing and applied artificial intelligence (AI). The software, will provide a decision support system for researchers and policymakers. All the data managed and processed by HEAP, together with the analysis pipelines, will be available for future research. In addition, the platform enables adding new data and analysis pipelines. HEAP's final product can be deployed in multiple instances to create a network of shareable and reusable knowledge on the impact of exposures on public health.
AB - The Human Exposome Assessment Platform (HEAP) is a research resource for the integrated and efficient management and analysis of human exposome data. The project will provide the complete workflow for obtaining exposome actionable knowledge from population-based cohorts. HEAP is a state-of-the-science service composed of computational resources from partner institutions, accessed through a software framework that provides the world's fastest Hadoop platform for data warehousing and applied artificial intelligence (AI). The software, will provide a decision support system for researchers and policymakers. All the data managed and processed by HEAP, together with the analysis pipelines, will be available for future research. In addition, the platform enables adding new data and analysis pipelines. HEAP's final product can be deployed in multiple instances to create a network of shareable and reusable knowledge on the impact of exposures on public health.
KW - AI
KW - Bioinformatics
KW - Cohort
KW - Data management
KW - Exposome
KW - FAIR
KW - IaaS
KW - Machine learning
KW - PaaS
U2 - 10.1097/EE9.0000000000000182
DO - 10.1097/EE9.0000000000000182
M3 - Article
AN - SCOPUS:85120877116
SN - 2474-7882
VL - 5
JO - Environmental Epidemiology
JF - Environmental Epidemiology
IS - 6
M1 - e182
ER -
