Emergency Medicine (ICU) services

HUMANI SC - Hospital network (HUMANI)

Technical feasibility study for the implementation of medical devices in acute care areas, such as operating theatres, intensive care units, etc. Support for interfacing sensors and medical devices to a data warehouse. Carry out maintenance and monitoring activities to ensure the connectivity of the device to be tested with the infrastructure and the transmission of data. Support in implementing the solution. Daily technical support for care unit beta-testers. Technical evaluation report on the solution (functionality, ergonomics, durability, etc).

Fraunhofer Gesellschaft Zur Forderung Der Angewandten Forschung Ev (Fraunhofer)

**Who Can Benefit:** - MedTech & AI Companies: For obtaining high-quality, ethically sourced clinical datasets to fuel algorithm development without navigating hospital bureaucracy. - Clinical Researchers: For systematic, regulation-compliant data collection with full documentation and audit trail. **Key Features:** - End-to-end management of ethical approval processes (ethics committee submission, informed consent design) - Prospective data collection within Universitätsklinikum Erlangen clinical departments - Expert clinical annotation and ground truth labeling by domain specialists - Full GDPR compliance with pseudonymization/anonymization pipelines - Structured data output compatible with downstream AI training and analysis workflows **Possible Applications:** - Wearable Sensor Studies (e.g. Cardiology): Prospective collection of continuous ECG, PPG, or blood pressure data from cardiac patients for digital biomarker development and remote monitoring algorithm training. - Motion & Gait Analysis (Biomechanics): Systematic acquisition of IMU, force plate, and motion capture data in clinical and sports lab settings for movement disorder assessment, rehabilitation tracking, or athletic performance evaluation. - Neurological Signal Acquisition: Collection of EEG, EMG, or tremor sensor data from neurological patient cohorts to support AI-based diagnostic or therapy monitoring tools. - Real-World Evidence Datasets: Longitudinal data collection from ambulatory patients in everyday settings, enabling the development of algorithms that generalize beyond controlled lab environments. - Athletic Performance & Injury Prevention: Structured data gathering during sports science testing protocols to build datasets for injury risk prediction, load monitoring, and return-to-play decision support. - Multi-Modal Clinical Datasets: Combined collection of sensor data, imaging, lab values, and patient-reported outcomes to enable holistic, multi-modal AI model development. **Who We Are:** The **Fraunhofer Insitute for Integrated Circuits (Fraunhofer IIS)** has established the **"Center for Sensor Technology and Digital Medicine" (CEMDIS)** in cooperation with the Universitätsklinikum Erlangen and the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) to enhance modern healthcare through **innovative sensor technology** and **digital solutions**. This center focuses on integrating **innovative medical technologies** such as **wearables** and **robotic systems** to support **medical diagnostics**, **patient monitoring** and **evaluating patient-specific therapies** by providing digital health solutions für real-life healthcare. Located at the Universitätsklinikum Erlangen, it offers unique infrastructures for the **development**, **integration**, and **validation** of novel health technologies, providing companies opportunities for **technological advancements**. For more information, visit the [Fraunhofer IIS website](https://www.iis.fraunhofer.de/de/ff/sse/health/zentrum-sensorik-medizin.html).

Metropolia Ammattikorkeakoulu Oy (METROPOLIA)

"From home to hospital", Simulated hospital. Rental of the Simulation rooms, audio and video recording. Pre-clinical testing: Helping with research questions (user, customer experience, etc.) Testing the situation as genuinely as possible (Organising skills to create a genuine situation). Helping with the research design and conducting the research, analysis. User testing.

Metropolia Ammattikorkeakoulu Oy (METROPOLIA)

"From home to hospital", Simulated hospital. Rental of the Simulation rooms, audio and video recording. Pre-clinical testing: Helping with research questions (user, customer experience, etc.) Testing the situation as genuinely as possible (Organising skills to create a genuine situation). Helping with the research design and conducting the research, analysis. User testing.

Metropolia Ammattikorkeakoulu Oy (METROPOLIA)

"From home to hospital", Simulated hospital. Rental of the Simulation rooms, audio and video recording. Pre-clinical testing: Helping with research questions (user, customer experience, etc.) Testing the situation as genuinely as possible (Organising skills to create a genuine situation). Helping with the research design and conducting the research, analysis. User testing.