Roman Martin

10PUBLICATIONS
35CO-AUTHORS
Systems physiologyEpidemiological modellingPsycholinguistics (incl. speech production and comprehension)Neural networksDisease surveillance
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Publications (10)

|Aug 11, 2026
Three Spirometry-Based At-Risk Phenotypes Predict Incident Airflow Limitation: A Population-Based Study.

|Jan 21, 2026
Self-organising map clustering identifies high-risk clusters of post-acute mortality in a prospective multicentre study of community-acquired pneumonia.

Hendrik Pott, Swetlana Gaffron, Roman Martin

|Oct 24, 2024
Diffusion capacity and static hyperinflation as markers of disease progression predict 3-year mortality in COPD: Results from COSYCONET.

Hendrik Pott, Barbara Weckler, Swetlana Gaffron

|Nov 21, 2023
Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.

Bastian Pfeifer, Hryhorii Chereda, Roman Martin

|Oct 12, 2023
LAMPPrimerBank, a manually curated database of experimentally validated loop-mediated isothermal amplification primers for detection of respiratory pathogens.

Fatemeh Arabi-Jeshvaghani, Fatemeh Javadi-Zarnaghi, Hannah Franziska Löchel

|May 17, 2023
ODNA: identification of organellar DNA by machine learning.

Roman Martin, Minh Kien Nguyen, Nick Lowack

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Frequent Collaborators

6 joint publications

Dominik Heider

3 joint publications

Hendrik Pott

2 joint publications

Thomas Hackl

2 joint publications

Matthias G Fischer