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[17 years of WeanNet - review and perspective]
Jens Geiseler1, Michael Westhoff2, Franziska C Trudzinski3
1Knappschaft Kliniken Vest GmbH, Knappschaft Kliniken Paracelsus Marl, Marl, Deutschland.
Pneumologie (Stuttgart, Germany)
|April 1, 2025
Summary
WeanNet, a network for pulmonological weaning centers, has successfully weaned two-thirds of patients over 17 years. Their data and AI analysis are improving guidelines for prolonged mechanical ventilation and out-of-hospital care.
Area of Science:
- Pulmonology
- Medical Informatics
- Health Policy
Background:
- The WeanNet network has operated for 17 years, focusing on prolonged mechanical ventilation.
- A comprehensive database of over 55,000 patients undergoing weaning has been established.
- Previous evaluations and ongoing analyses inform the network's activities.
Purpose of the Study:
- To detail the 17-year history and achievements of the WeanNet network.
- To highlight the development of a certification process and patient database.
- To discuss WeanNet's role in shaping guidelines and regulations for respiratory care.
Main Methods:
- Longitudinal data collection and analysis from the WeanNet patient database.
- Development and refinement of a certification process for weaning centers.
- Collaboration with organizations to influence healthcare policy and guidelines.
Main Results:
- Successful weaning in approximately two-thirds of patients treated within the WeanNet network.
- Establishment of a large-scale patient database for prolonged weaning.
- Active participation in developing guidelines and regulations for intensive care and ventilation.
Conclusions:
- WeanNet demonstrates a successful model for managing prolonged mechanical ventilation.
- The network's data and AI-driven insights are crucial for improving weaning protocols.
- Continued efforts are expected to enhance the quality of care for patients requiring mechanical ventilation outside clinical settings.

