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Roman Martin

9PUBLICATIONS

32CO-AUTHORS

Epidemiological modellingPsycholinguistics (incl. speech production and comprehension)Neural networksDisease surveillanceArtificial life and complex adaptive systems

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Publications (9)

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|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

|May 12, 2023

Structural and functional analysis of the cerato-platanin-like protein Cpl1 suggests diverging functions in smut fungi.

Paul Weiland, Felix Dempwolff, Wieland Steinchen

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Frequent Collaborators

5 joint publications

Dominik Heider

2 joint publications

Thomas Hackl

2 joint publications

Matthias G Fischer

2 joint publications

Anna Lena Jung

2 joint publications

Hendrik Pott

1 joint publications

Sarah Duponchel

1 joint publications

Theodor Sperlea

1 joint publications

Torsten Waldminghaus

1 joint publications

Gernot Rohde

1 joint publications

Paul Weiland

Frequent Collaborators

5 joint publications

Dominik Heider

2 joint publications

Thomas Hackl

2 joint publications

Matthias G Fischer

2 joint publications

Anna Lena Jung

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