Alice J Sommer (Alice Sommer)

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 3

Top Topics

Machine Learning

Multiple Sclerosis

Particulate Matter

Top Venues

Statistics in medicine

PLoS computational biology

This page only lists publications with an associated author ORCID identifier.

Publications

Alice J Sommer, Annette Peters, Martina Rommel, Josef Cyrys, Harald Grallert, Dirk Haller, Christian L Müller, Marie-Abèle C Bind
A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota. PLoS computational biology 18 (5) (2022)
Alice J Sommer, Emmanuelle Leray, Young Lee, Marie-Abele C Bind
Assessing environmental epidemiology questions in practice with a causal inference pipeline: An investigation of the air pollution-multiple sclerosis relapses relationship. Statistics in medicine 40 (6) (2020)
Martina Troll, Stefan Brandmaier, Sandra Reitmeier, Jonathan Adam, Sapna Sharma, Alice J Sommer, Marie-Abele C Bind, Klaus Neuhaus, Thomas Clavel, Jerzy Adamski, Dirk Haller, Annette Peters, Harald Grallert
Investigation of Adiposity Measures and Operational Taxonomic unit (OTU) Data Transformation Procedures in Stool Samples from a German Cohort Study Using Machine Learning Algorithms. Microorganisms 8 (4) (2020)