# Quantitative Evaluation of KIRETT Wearable Demonstrator for Rescue Operations

arXiv: https://arxiv.org/abs/2509.25928 · HTML: https://mlsanity.com/paper/2509.25928/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 2 of its 8 references that are in the map.
- First posted on arXiv 30 Sep 2025.

## Builds on (most cited first, 2 of 2)

- [KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations](https://mlsanity.com/paper/2508.07834/) (2025)
- [KIRETT -- A wearable device to support rescue operations using artificial intelligence to improve first aid](https://mlsanity.com/paper/2509.24934/) (2025)

## Abstract (arXiv)

Healthcare and Medicine are under constant pressure to provide patient-driven medical expertise to ensure a fast and accurate treatment of the patient. In such scenarios, the diagnosis contains, the family history, long term medical data and a detailed consultation with the patient. In time-critical emergencies, such conversation and time-consuming elaboration are not possible. Rescue services need to provide fast, reliable treatments for the patient in need. With the help of modern technologies, like treatment recommendations, real-time vitals-monitoring, and situation detection through artificial intelligence (AI) a situation can be analyzed and supported in providing fast, accurate patient-data-driven medical treatments. In KIRETT, a wearable device is developed to support in such scenarios and presents a way to provide treatment recommendation in rescue services. The objective of this paper is to present the quantitative results of a two-day KIRETT evaluation (14 participants) to analyze the needs of rescue operators in healthcare.