Research Healthcare
March 14, 2025 Marco Matos Loading...

Stakeholder Meeting

Hospital de Santa Maria

The second week of our project was marked by a pivotal meeting with stakeholders, particularly with representatives from institutions directly involved in the healthcare sector. This meeting was crucial as it not only validated our proposed solution but also facilitated a valuable exchange of knowledge, allowing us to identify concrete challenges and establish a clear direction for the next phases of development.

Presentation of the Proposed Solution

During the meeting, we had the opportunity to present in detail our dynamic monitoring solution for triage in emergency units. Although we already had a well-structured concept of what we intended to develop, the presentation and discussion with stakeholders unveiled new perspectives that enriched our proposal. The interest was immediate, particularly regarding the transformative potential of integrating smart sensors into the emergency triage process.

The feedback on our proposal was extremely positive, with a strong emphasis on its ability to reduce human error, accelerate triage processes, and optimize responses to critical patients. However, it became evident that implementing new technologies in hospital environments requires careful adaptation and seamless integration with existing emergency unit systems. This insight was crucial, allowing us to refine our solution to ensure greater alignment with real operational demands.

The meeting was also decisive in securing the necessary technical support throughout the project. We were offered substantial assistance, including access to currently used equipment to ensure proper calibration of our sensors and the opportunity to conduct tests in hospital environments. This support will be essential for validating our solution, enabling the collection of real data and continuous feedback during the testing phases - key factors for the success of our development.

First Steps in Solution Conceptualization

During the meeting, stakeholders openly and thoroughly shared some of the major operational challenges faced in their emergency units. The most recurrent issues highlighted included:

  • Overload in Emergency Units: The high influx of patients and the absence of a dynamic and efficient triage system result in excessively slow and ineffective processes.
  • Lack of Integration Between Monitoring Systems and Triage Tools: The disconnect between vital signs monitoring systems and existing triage tools leads to patient assessment failures and delays in prioritizing cases.
  • Challenges in Real-Time Monitoring of Critical Patients: The simultaneous occurrence of multiple critical cases makes efficient patient monitoring difficult, compromising the ability to respond accurately to urgent care needs.

These critical points deepened our understanding of the sector's real operational needs, providing a solid foundation to refine our solution and ensure it aligns with the specific challenges faced by emergency units.

Identified Challenges: Key Takeaways

The meeting provided valuable insights into the operational difficulties encountered in emergency units, including:

  • Emergency Overload: Excessive patient flow and the lack of an efficient triage system lead to a significant burden, compromising process efficiency.
  • Insufficient System Integration: The lack of integration between monitoring systems and triage tools results in critical delays and failures in assessment and prioritization.
  • Monitoring of Critical Patients: The difficulty in adequately monitoring critical patients, especially in situations involving multiple simultaneous cases, hinders effective prioritization and timely care.

These observations were fundamental in refining the focus of our solution. The technology developed must be simple to implement, scalable, and easily integrable with existing hospital systems. The feedback received reaffirmed our priority of concentrating efforts on developing a solution targeted at patients with yellow wristbands (approximately 42% of emergency cases), given their high priority status and urgent need for continuous monitoring.

Next Steps in Development

With the challenges clearly identified, the next steps in the project involve a deeper analysis of technological components and the commencement of the first functional prototype of the smart wristband, alongside the comprehensive definition of the system architecture. At the same time, we will integrate the feedback received during the meeting to fine-tune the solution, enhancing its effectiveness and adaptability.

The contributions we received were essential in refining our approach and ensuring that the developed solution effectively meets the demands of medical emergencies. With a clearer vision of the challenges and real needs of the sector, we move forward with determination to create a triage system that is more agile, precise, and integrated, capable of optimizing care and improving clinical outcomes. The progress achieved so far reinforces our commitment to developing technology that delivers significant impact and adapts efficiently to hospital environments.

Regarding sensor calibration, the suggested solution involves an initial verification of vital sign measurements using more precise equipment available during the triage process. This approach will ensure data accuracy and optimize the performance of the monitoring system.

With these new directions clearly outlined, we are confident that in the upcoming phases, our solution will become increasingly aligned with the practical needs of the healthcare sector, significantly contributing to the improvement of triage processes in emergency units.

Author avatar

Marco Matos

Algorithms & Server Engineer.