2.3.4 - Development and Comparison of Innovative Sensing Modules to Support Pneumonia Diagnosis
- Event
- EUROSENSORS 2026
2026-09-06 - 2026-09-09
Zurich - Band
- Lectures
- Chapter
- Sensing for Medical Diagnostics
- Author(s)
- A. M. Tischer, E. Zanni, C. Bax, R. Dellacà, L. Capelli - Politecnico di Milano,Milan (Italy), F. Schmidt, U. Weimar, N. Barsan - University of Tuebingen,Tuebingen (Germany), L. Novelli, F. Di Marco - Azienda Ospedaliera Socio Sanitaria Territoriale Papa Giovanni XXIII,Bergamo (Italy)
- Pages
- 98 - 99
- DOI
- 10.5162/eurosensors2026/2.3.4
- ISBN
- 978-3-910600-12-6
- Price
- free
Abstract
In this work we developed an add-on system for expanding the sensing capabilities of an existing com- mercial E-Nose used for breath analysis aiming at pneumonia diagnosis. The system integrates three sensing modules with analog fixed-temperature metal-oxide gas sensors and temperature-modulated digital sensors. Module-specific machine-learning models were developed to compare their ability to discriminate pneumonia from healthy controls. The platform enables breath measurements with different sensing modules and future data fusion studies.