Peter Pickkers

Fatigue during acute systemic inflammation is associated with reduced mental effort expenditure while task accuracy is preserved

The paper investigates how acute systemic inflammation affects mental effort allocation and decision-making, finding reduced acceptance of medium-effort tasks with preserved accuracy.

Swarm Learning as a privacy-preserving machine learning approach for disease classification

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.