mme – MultiMed Engineers

A perspective on using LLMs in digital health

19 September 2026

MultiMed Engineers explored how Large Language Models (LLMs) could be used to revisit and extend Digital Health functions investigated in the BD4QoL and other projects. A multi-agent proof of concept was developed to experiment with LLM-based behaviour interpretation, affective assessment, anamnesis extraction, health-promotion content selection, symptom support and risk assessment. The work also investigates how natural-language prompts can make system specifications more directly understandable and discussable with healthcare professionals.

Biomedical Applications mme

Assessing the operational costs of the IDEA4RC data ecosystem

19 September 2026

MultiMed Engineers developed an operational cost assessment of the IDEA4RC federated data ecosystem, analysing the main platform components and their contribution to onboarding and recurring maintenance costs. The resulting framework provides a reference basis for planning the economic sustainability of participating Centres of Excellence and for assessing how costs may evolve as the network expands.

Biomedical Applications mme

HTA of the BD4QoL digital follow-up platform

19 September 2026

MultiMed Engineers conducted the HTA study of the BD4QoL digital platform for Head and Neck Cancer survivors, using decision-analytic modelling. The analysis indicates that a five-year BD4QoL-supported follow-up can be cost-effective in preserving health-related quality of life Additional scenarios explored predictor-guided interventions and the potential societal value of supporting survivors’ return to work.

mme

Investigating AI modelling for predicting healthcare expenditure based on RWD

1 March 2024

MultiMed Engineers assessed the potential of the GATEKEEPER AI Framework in analysing real world datasets (RWD) available at AReSS Puglia, that include information on healthcare expenditure related to multimorbid chronic patients.

mme

Assessment of an e‑coaching intervention for active and healthy ageing in the Puglia Region

1 March 2024

MultiMed Engineers conducted a series of analyses aimed at assessing the results of an e‑coaching program for active and healthy ageing directed to senior citizens in the Puglia Region, conducted in the frame of the GATEKEEPER Project.