Dirk Skowasch

This study identifies SPP1+ macrophages as early-stage biomarkers in idiopathic pulmonary fibrosis using single-cell transcriptomics and flow cytometry.

This paper introduces Swarm Learning, a decentralized machine learning approach for disease classification using transcriptomic data, demonstrating its effectiveness in developing classifiers for COVID-19, tuberculosis, and leukemias while preserving privacy.

This study uses single-cell RNA-seq and computational methods to analyze macrophage states in COPD patients, revealing transcriptional changes and metabolic shifts associated with the disease.