Roman S. Martin

Muenster, NW, Germany

Last Updated: 09/26/2026

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Found 32 publications

Integrating Quantitative CT Biomarkers to Enhance COPD Detection in the HANSE Lung Cancer Screening Program.

Integrating Quantitative CT Biomarkers to Enhance COPD Detection in the HANSE Lung Cancer Screening Program.

Journal: Chest

Published: February 26, 2026

Blood eosinopenia (≤30/µL) as an early predictor of respiratory failure in community-acquired pneumonia: A prospective multicentre study.

Blood eosinopenia (≤30/µL) as an early predictor of respiratory failure in community-acquired pneumonia: A prospective multicentre study.

Journal: Pulmonology

Published: January 09, 2026

Three Spirometry-Based At-Risk Phenotypes Predict Incident Airflow Limitation: A Population-Based Study.

Three Spirometry-Based At-Risk Phenotypes Predict Incident Airflow Limitation: A Population-Based Study.

Journal: Respirology (Carlton, Vic.)

Published: September 29, 2025

gLinDA: A privacy-preserving, swarm learning toolbox for differential abundance analysis of microbiomes.

gLinDA: A privacy-preserving, swarm learning toolbox for differential abundance analysis of microbiomes.

Journal: Computational and structural biotechnology journal

Published: May 12, 2025

The virtual doctor prescribing the future: Diagnostics with interactive clinical decision support.

The virtual doctor prescribing the future: Diagnostics with interactive clinical decision support.

Journal: Computers in biology and medicine

Published: April 28, 2025

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

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

Journal: ERJ open research

Published: March 19, 2025

Polygenic risk scores of chronic obstructive pulmonary disease (COPD) predict lung function decline and early COPD: results from COSYCONET.

Polygenic risk scores of chronic obstructive pulmonary disease (COPD) predict lung function decline and early COPD: results from COSYCONET.

Journal: American journal of respiratory and critical care medicine

Published: January 28, 2025

Privacy-preserving decentralized learning methods for biomedical applications.

Privacy-preserving decentralized learning methods for biomedical applications.

Journal: Computational and structural biotechnology journal

Published: July 24, 2024

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

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

Journal: Respirology (Carlton, Vic.)

Published: June 12, 2024

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

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

Journal: Infection

Published: June 21, 2023

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.

Journal: Bioinformatics (Oxford, England)

Published: April 13, 2023

ODNA: identification of organellar DNA by machine learning.

ODNA: identification of organellar DNA by machine learning.

Journal: Bioinformatics (Oxford, England)

Published: January 10, 2023

Showing 1-12 of 32

Last Updated: 09/26/2026