Category: Completed

PREHELIOS

Using an AI-powered VR-coach to help clients do exercises without a medical professional

Duration: 01/2022 – 12/2023  Funding: MIT

Partners: SyncVR

PREHELIOS

There is growing clinical evidence that patients in better physical and mental shape respond better to medical treatments compared to their peers. Often, the patient’s condition prior to a medical intervention has a great effect on the results of the intervention, however such prevalidation (in contrast with revalidation) is not always done prior to a medical intervention. One of the reasons is that it often depends on the patient’s willingness to do certain exercises, and the limited clinical supervision.

In PREHELIOS, the goal is to create an AI-driven VR coach, who is able to guide patients through exercises for prevalidation (prior to treatment) and revalidation (post-treatment). Examples of such exercises include physical therapy exercises, as well as mental exercises which may prevent the occurrence of postoperative delirium, particularly in older adults. Patients will be able to use the VR-based solution in their own home, with minimal clinical supervision.

Contribution

Almende will provide the knowledge and expertise on the AI side, and will use this to develop the virtual AI coach which will then be integrated into a VR environment. The coach will respond to triggers obtained from the VR goggles and peripherals to determine whether an exercise is performed correctly, and will then suggest corrections to the patient based on several behavioural theories.

Results

Almende has been working on digital and/or AI-driven coaching for several years, notably in projects like KRISTINA. We see applications in using (partially) automated coaching in our spin-offs active in healthcare or communications, to reduce the communication burden currently experienced by e.g. healthcare workers.

More info?

Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Heracles

HEalth ReseArch – Cancer Living labs – setting up an Ecosystem of trust (Secure and Sovereign)

Duration: 01/2022 – 01/2024  Funding: Health-holland

Heracles

An increasing number of people are living with cancer, in 2019 about 800.000 people in the Netherlands and the number of people living 10 years after cancer diagnosis has doubled from 300.000 in 2000 up to ±600.000 in 2017. This significant group in society often experiences a high disease burden before, during and after diagnosis and treatment and this creates a distance from society and hinders participation. Innovation is crucial to decrease the healthcare costs and the (chronic) disease burden. A key solution is gaining insight in the health journeys of people living with cancer in order to improve those. This project proposes an effective and sustainable Health Data Space that will allow data analysis cross-organizations in peoples’ health journey without compromising privacy. The long-term objective is to improve health and participation in society for people with a (chronic) condition, exceeding the oncology domain, by enabling medical data insights via a decentralized Health Data Space.

Contribution

Almende will develop the various integrations with the Health Data Space and the project's data sources and technical modules. Furthermore, we will explore the development of a tool which can collect information from, and disseminate information to, the patient's informal care network.

Results

The project will be a first experience working with Data Spaces, which have the potential to resolve some pressing issues when it comes to data-driven approaches, especially in healthcare. Notably, access to data across organizations and privacy-conscious processing of this data into useful insight. This has potential to improve decision making and provide more personalized treatments, which aligns closely with our vision and that of our health spin-offs.

More info?

Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Zora

Zorgwinkel Assistent

Duration: 01/2009 – 01/2010 Funding: CCF2

ZORA

 

Zorgwinkel (care shop) Humanitas-Bergweg was founded in 2008 to connect health care students from Zadkine to organizations and people in the neighborhood who could use their help. Students can do a 60-day internship, in which they perform tasks such as household chores, helping people to bathe, or simply offering companionship. 

The ASK communication system, which Almende developed and currently commercializes through daughter company ASK Community Systems, is perfect for facilitating and improving this kind of initiative. The Zora project proposes to adapt ASK to the specific needs of the Zorgwinkel. Through the introduction of this smart communication system, the Zorgwinkel hopes to be able to offer quality care for more clients and to admit more interns, with the same number of professional coaches.

 

Contribution

For the Zora project, Almende tailored the ASK communication system to the needs of the Zorgwinkel. The system was already well suited for arranging tasks and communicating with both interns and clients. Feedback options were added, so it could also be used for evaluation purposes. The interns and the clients are called by Zora and are asked to rate the interaction on a scale of one to ten. This information can be used for setting up more effective appointments in the future, and for grading the intern's efforts. A graphic interface was developed, so Zorgwinkel employees and Zadkine internship coaches could easily operate the system. The same system can also be used for grading the intern's capabilities, so it offers a complete overview of their progress.

Results

A positive outcome of the two-month test phase in the spring of 2010, was the rise in attendance. Zadkine's previous records revealed that one in five tasks were not carried out, as the interns did not show up. During the test phase, interns received warning calls and text messages to remind them when and where to work. Also, they could inform the system that they would not be able to keep an appointment, allowing Zora to find a replacement, or at the least warn the client in advance. During the test phase, the rate of no-shows dropped to 12%.

More info?

Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Tante Kwebbel

Duration: 01/2006 – 01/2007  Funding: Kenniswijk Project, SenterNovum

Partners: NaN

Tante Kwebbel

Tante Kwebbel is a smartphone communication system that connects people.

Some changes in the structure of the care and health organization (introduction of the WMO) have big consequences. The system depends more on civil initiatives and self-organization of the community. 

Unfortunately, voluntary work is changing. People are willing to do their share of voluntary work to society but on total different conditions than before. They do not want long term commitments and obligations. Therefore, voluntary works has to become more flexible to make use of this potential group op volunteers. 

Tante Kwebbel is a smart telephone-system, that exactly knows what someone wants and who is available at that moment. People can be honest to a telephone-system, so they can say no when they are not able to help. Everyone that subscribes to Tante Kwebbel is able to call her or can be called by her. 

Contribution

Results

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Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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STORM

Sensor Technology On Radio Modules

Duration: 06/2008 – 06/2012  Funding: Programmalijn kunde, Pieken in de Delta

STORM

STORM focuses on developing new products, systems en concepts based on wireless sensor networks (WSN).

The project can be divided into three sections, namely; the central project Building Blocks consisting of the main project’s hardware and software, the application project Greenhouse, and the application project Tracking & Tracing.

Contribution

Within STORM, Almende focused the research activities on development of the software architecture and the operating system. For the software architecture, Almende aims for modular software development. This allows for easy variations in functionality, without completely altering the entire software architecture. Very similar to the software architecture, the operating system should facilitate modularity. Hence, the aim is modulair usable operating system, which is ported in real-time to numerous processes.

Results

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Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Senzorg

Duration: NaN  

SenZorg

The SenZorg project aims to improve personalized care to elderly people using Wireless Sensor Networks. 

To support and facilitate the matching between health care demand and availability, Almende and Humanitas built a wireless sensor platform. This platform should increase the frequency of communication and monitoring in order to align the correct health care provider. 

The most important challenge in SenZorg was to build a senor network which is generic, easily capable of being reconfigured based on human or machine feedback. Problems that were tackled included ways to fuse the data from different kinds of sensors, maintaining the relevant temporal dynamics and introduce learning and conditioning in the sensor network to create a dynamic filtering and escalation system that triggers reactions (e.g. from care providers) when necessary. 

Contribution

In collaboration with Humanitas, Almende identified a set of basic applications which can be developed using the sensor platform, namely presence detection (e.g. in case of emergencies), movement detection (e.g. in case someone has injured himself during a fall), last-minute planning of care providers, and automatic administration of health care provision. 

Results

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Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Replicator

Robotic Evolutionary Self-Programming and Self-Assembling Organisms

Duration: 03/2008 – 09/2013  Funding: Cordis FP7 – Cognitive Systems and Robotics

Replicator

The Replicator project focuses on the development of an advanced robotic system, consisting of a super-large-scale swarm of small autonomous mobile micro-robots that are capable of self-assembling into large artificial organisms. These robotic organisms possess common energy and information buses as well as reliable legged, wheeled or climbing locomotion, based on modular sub-systems which can be autonomously reconfigured. Thanks to the heterogeneity of the elementary robots and their capability to share resources and communicate, the robotic organisms are able to achieve a large computational power, and rich close-and-far-range sensing. The energy is autonomously harvested from external power sources. 

The main goal of the project is to develop novel principles, underlying these robotic organisms, such as self-configuration, self-adjustment, and self-learning. The bio-inspired evolutionary approach and evolvable hardware structure adopted in this project enable the robotic organisms to emerge new functionalities, to develop their own cognitive and control structures, and to work autonomously in uncertain situations without human supervision. Ultimately, these robotic organisms, which are extremely adaptive, robust, scalable and rich in sensing and actuating capabilities, will be used to build autonomous sensor networks, capable of self-spreading and self-maintaining in open-ended, even hazardous environments. 

Contribution

Results

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Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Protocol Bridges

Duration: NaN  

Partners: NaN

Protocol Bridges

Protocol Bridges develops methods for bridging the gap between different protocols dynamically and focuses on self-learning. 

The aim of the project is the development of an universal framework (multi-agent system), which facilitates communications and access to both active and inactive knowledge databases and hardware resources without depending on central nodes.

The research used a multi-disciplinary basis, combining insights from Internet and telecommunication protocols, artificial intelligence and multi-agent solutions. 

Contribution

Results

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Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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PROHEAL

Automated Self-Protection and Self-Healing Software Solutions

Duration: 01/2014 – 07/2016 Funding: ITEA2, Information Technology for European Advancement

PROHEAL

The aim of the ProHeal project is to demonstrate the usage of self-managing properties inside software systems for elderly care on top of the Internet of Things networks. The consortium studied self-managing properties, principles, algorithms, and performance metrics and applied a subset of them to existing technologies for elderly care. 

The consortium validated the results in the pilot ‘Health care for elderly people including support for daily life and e-learning’. The pilot is developed in the participating countries (the Netherlands, Romania and South Korea). An integrated setup of the validation is realized in Romania in a smart environment with secure data storage and processing facilities, integrating the IoT devices and services into a self-managing system. 

Contribution

Almende has taken part in the projects as a member of the Dutch DevLab, in which 12 technological Small and Medium Enterprises (SME's) are united. DevLab implemented innovative self-managing mechanisms inside the MyriaNed wireless sensor networks and various other devices, as well as inside some prototypical implementation of elderly care applications. 

Results

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Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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Patient-centered health care

Communication Support and its Ethics to Improve Patient-Centred Health Care

Duration: 08/2009 – 08/2013  

Partners: TU Delft, 4TU

Patient centered health care

The current project investigates how ethical values should be considered during the design phase of systems that support the communication in health care.

The reason to investigate how to incorporate humans in the system is that many trade-offs and issues are not that explicit and not easily quantifiable. By using the human actor in a certain role it might be possible to cope with moral aspects in an accountable way without introducing too much complexity at the multi-agent level. In the project, the preferences, values and interests of humans in the system play a crucial role in the technical realisation of a communication support system that is capable of suggesting solutions that respect those preferences and interests where possible and that clarifies conflicts of interest. 

Contribution

Results

The realization of the software system led to dialogues between philosophers, sociologists, engineers and health practitioners. This project delivered an approach for engineers complex software systems that takes stakeholder values explicitly into account at design time. A proof of concept is realized within an actual health care context. 

More info?

Need specific information regarding the project? Please contact our senior consultant for more information.

Jan Kraaijeveld

Senior consultant

+31 (0)10 404 9444

jan@almende.com

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