Skip to Content
← Back to services

AI solutions Integration into hospital IT infrastructure for testing and evaluation by clinical and IT experts

Virtual
Pricing/Discount Options: Call #2
Unique Identifier: bd24aac9-f486-4afc-8047-8ee4e2f1250e

Service Description

Deployment and evaluation of AI solutions (algorithms, applications, etc.) in a secure IT environment (servers, virtual machines, etc.) within the hospital. This service, provided by clinical and IT experts, includes a technical evaluation to ensure interoperability, accessibility, and interpretability with existing IT systems and a comprehensive evaluation within real-world clinical environments.

Offerings: Model & Algorithm (Development, Optimization & Evaluation, etc.) Testing Conformity & Compliance Algorithms/Models (transparency, accountability, privacy, fairness, reliability, etc.)
Provider Logo

Provider & Contact

Provider Organisation HUMANI SC - Hospital network (HUMANI)
Provider Country Belgium
Published Email tefservices@humani.be
Billing: per hour
Full Price €63-83 EUR
Reduced Price €48-64 EUR
Pricing Detail

This price is based on the less qualified human resource who may perform the service. The final price will be determined in the contract between the service provider and the applicant.​

Operational Details

Service Inputs Technical specification & project description & client's algorithm
Service Outputs Test report & results
Service Standards
  • International guidance and norms (Good Clinical Practice (ICH-GCP), ISO14155, etc.), and Belgium national laws and royal decrees (loi du 7 mai 2004 relative aux expérmentation sur les êtres humains, loi du 22 décembre 2020 sur les dispositifs médicaux, AR 18-05-2021 relatif aux investigations cliniques de dispositifs médicaux, etc.)
  • Where applicable: EU regulations (AI Act, EU regulations 2017/745-746 and 2020/561 on medical devices (MDR), General Data Protection Regulation (GDPR), etc)

Related services

  • AI cybersecurity evaluation

    Laboratoire National De Metrologie Et D'Essais (LNE)

    Evaluation of the AI system regarding its robustness against cybersecurity issues ( risk assessment, secure Data, access Control and Authentication, etc …) This will include the design of test protocols, the realization of tests, the analysis of results and production of a test reports.

    View service →
  • AI model evaluation/assessment: Clinical model validation

    Centro Hospitalar De Sao Joao Epe (CHSJ)

    The service offers SMEs expert evaluation and validation of their AI models intended for clinical use. Leveraging the hospital's domain expertise in healthcare and data analytics, this service assesses the accuracy and clinical suitability of AI models in real-world clinical scenarios by assessing models against clinically relevant metrics, benchmarks, and regulatory standards, it ensures their safety, reliability, and effectiveness in real-world healthcare settings.

    View service →
  • AI model evaluation/assessment: Clinical model validation

    Unidade Local De Saúde De Coimbra EPE (ULS Coimbra EPE)

    The service offers SMEs expert evaluation and validation of their AI models intended for clinical use. Leveraging the hospital's domain expertise in healthcare and data analytics, this service assesses the accuracy and clinical suitability of AI models in real-world clinical scenarios by assessing models against clinically relevant metrics, benchmarks, and regulatory standards, it ensures their safety, reliability, and effectiveness in real-world healthcare settings.

    View service →
  • AI Model performance evaluation

    Multitel (MULTITEL)

    This service provides an independent and reproducible evaluation of AI model performance using well-established quantitative metrics. The evaluation is conducted in a controlled and documented execution environment to ensure traceability and repeatability of results. Performance is assessed on client-provided datasets and models, and associated measurement uncertainties are systematically analyzed and reported. The service delivers a detailed and interpretable evaluation report. All activities are performed under ISO 9001 certified processes.

    View service →
  • AI performance evaluation based on mixed testing environments

    Laboratoire National De Metrologie Et D'Essais (LNE)

    Based on the domain of the medical device or robot provided by the customer, the simulation will create a test environment relevant to the system to be evaluated using a video-projection system. The service will be provided using the LE.IA Immersion platform, a platform dedicated to the evaluation of AI. It consists of a video-projection system that makes it possible to reconstitute an "artificial nature" and to immerse the systems to be characterised (personal assistance robots, intelligent cameras, civil and military intervention robots, etc.) in a simulated dynamic reality. It allows the system (robot, camera, etc.) to be subjected to a multitude of test scenarios and to evaluate its reactions in a controlled environment.

    View service →
  • AI performance evaluation based on testing datasets

    Laboratoire National De Metrologie Et D'Essais (LNE)

    To ensure that their solution works accordingly regarding a task, AI provider have to evaluate their system using a specific dataset. The performance obtained on this dataset helps to prove the adequate performance of their AI solution. However, the evaluation process can be often quite hard for an AI provider to do properly: the evaluation dataset needs to be correctly qualified, and the creation of the evaluation protocol as well as the analysis of the results are not easy tasks. This service allows AI provider to benefit of the LNE expertise with a full evaluation of their AI system: using an evaluation dataset created for the test or provided by a partner of the TEF project, an assessment of the performance of the AI system is done, and an analysis of its behavior provided. This work also includes a quality assessment of the evaluation dataset. The scope of the analysis of the evaluation results can include robustness and resilience evaluation, depending of the needs of the SMEs. With this service, the customer will have a full assessment of its solution, allowing them to answer the accuracy requirements of the AI regulation, while also having a full report following all transparency and reproductibility requirements. This service generally takes around 2 months, depending of the needs of the customers.

    View service →