Towards a digital human “behaviorome”

MultiMed Engineers carried out research activities aimed to investigate the application of Data Analytics technology to the capture, analysis and interpretation of human behavior as a determinant of health. The expectation is that such effort would conduct to the definition of a digital human behaviorome that could greatly improve clinical research, by providing more informative features on people health conditions, linked to a modifiable determinant that can be used for improving health policies.

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HTA for oncology prognostic models

Cattura2MultiMed Engineers further applied its expertise in conducting HTA studies with the MAFEIP Tool, addressing the oncology domain. The health and economic effects of using the BD2Decide prognostic models in comparison with usual TNM staging, have been evaluated on the basis of the Project’s dataset, which includes several hundreds of Head & Neck Cancer cases. Four treatment escalation and de-escalation scenarios have been analysed.

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HTA shows City4Age approach as viable


Figure 3.

MultiMed Engineers conducted a Health Technology Assessment for evaluating the frailty prevention scheme based on the City4Age Project’s early detection system. The results show that City4Age dominates the current standard of care from the Healthcare point of view, and exhibits a very cost-effective ICER of 3,380 €/QALY from the Societal perspective, allowing to conclude that the City4Age approach is viable.

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Detecting frailty through smart-city datasets


Thanks to the availablity of experimental datasets from the City4Age Athens PilotMultiMed Engineers investigated how Machine Learning algorithms can be leveraged to early detect frailty onset in aging citizens, living in smart-cities.

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Chat-bot development


MultiMed Engineers is experimenting the application of chat-bot technology to several business cases, including a NLP-based query language for a CRM database, and a conversational application to support a business-to-business “classifieds” system.

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MultiMed Engineers, in cooperation with Università di Pavia, has presentend the City4Age Project to the European Geriatricians which were attending the EuGMS Congress 2017 held in Nice (France) on September 20-22, 2017.
The Project was presented as an extended abstract plus an oral presentation.
In additon, the City4Age Team attending the Conference was invited to take part at the founding workshop of the EUGMS’s Special Interest Group on Gerontechnology, in order to provide relevant insights and expertise.

Link to abstract book…


In cooperation with Università di Pavia and Università del SalentoMultiMed Engineers has coauthored a paper titled Data driven MCI and frailty prevention: geriatric modelling in the City4Age project, presented at IEEE 3° International Forum on Research and Technologies for Society and Industry (RTSI 2017) held in Modena (Italy) on 11-13 September 2017. The paper presents the computational model, developed by MultiMed Engineers, Università di Pavia and Università del Salento, that drives early detection of aging conditions through unobtrusive collection of smart-city datasets.

Link to paper abstract…

City4Age frailty and MCI risk model


MultiMed Engineers, with the support of Università di Pavia (Department of Internal Medicine and Therapeutics), has drafted the first version of the City4Age frailty and MCI risk model.  This document, which is a public deliverable of the City4Age Project (D2.1), presents the selection of geriatrics indicators that are currently being used to elaborate the behavioural markers for MCI and frailty, envisaged by the Project.

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IEEE Second International Smart Cities Conference


In cooperation with Politecnico di Milano, MultiMed Engineers has coauthored a paper presented at theIEEE Second International Smart Cities Conference (ISC2 2016), held in Trento (Italy) on 12-15 September 2016. The paper, which is titled City4Age: Smart Cities for Health Prevention, discusses how data from smart cities and ad-hoc sensors can be harnessed for the prevention of Mild Cognitive Impairment (MCI) and frailty in aged people.

Link to paper abstract…

The Website That Visualizes Human Activity in Cities Across the World

The data from mobile phones is revolutionizing our understanding of human activity. In recent years, it has revealed commuting patterns in major cities, wealth distribution in African countries, and even reproductive strategies in western societies. That has provided unprecedented insight for economists, sociologists, and city planners among others. But this kind of advanced research is just…

Source: The Website That Visualizes Human Activity in Cities Across the World

AIoTai- Advanced IoT and AI for secure, efficient and sustainable personalized health data access at regional and EU level

AIoTai- Advanced IoT and AI for secure, efficient and sustainable personalized health data access at regional and EU level

The GATEKEEPER Puglia Pilot Site — in which MultiMed Engineers cooperates, jointly with AReSS, InnovaPuglia, Fondazione Casa Sollievo della Sofferenza IRCCS and Fondazione Politecnico di Milano — will be discussed in an upcoming EIP on AHA Workshop on the role of IoT and AI in healthcare.

Source: AIoTai- Advanced IoT and AI for secure, efficient and sustainable personalized health data access at regional and EU level – EUROPEAN INNOVATION PARTNERSHIP – European Commission


Aim: the objective of the first Open Call is to engage actively new technology members such uas SMEs, Midcaps and Research technology organizations in the GATEKEEPER Ecosystem, supplying new AI and Big Data applications, tools or components which will be incorporated in the technology offering portfolio of GATEKEEPER to Pilots and Platform designers and developers. Budget: up to 60.000 € per funded project, with a maximum of 10 projects. Deadline: January 28th, 2021 Project duration: 12 months Follow th