Alcimed’s Healthcare team has been exploring the role of digital technology in healthcare for more than 25 years, with digital twins recently becoming a hot topic. With its strong expertise in the field, Alcimed supports its clients in their innovation projects, understanding the digital twin industry and market as well as potential use cases in the healthcare field.
Challenges related to digital twins in healthcare
What are digital twins?
A digital twin is a real-time digital replica of a physical object or process that incorporates all accessible data and updates as new data becomes available. Researchers use digital twins to safely and economically test scenarios before trying them in real-life situations or environments.
Nowadays, the use of digital twins is already commonplace in engineering and manufacturing, but scientists are now looking to apply the same principles to the healthcare field. The digital twin technology has multiple applications in health care, including:
- Diagnosis and treatment decision support
- Patient monitoring (wearables)
- Surgery virtual simulation and risk assessment
- Medical device design and optimization
- Drug development and dosage optimization (in silico clinical trials)
- Regulatory decision-making
In a nutshell, digital twins provide researchers with the information needed to detect disease patterns, simulate the effects of treatments and identify the most promising paths for further research among real life individuals. The technology may also lead to cost reduction in healthcare by reducing the time-to-market and cost-to-market values of specific drugs and thereby increasing investment opportunities and driving the price of medicine production down. Cost can further be reduced by shorter treatment periods and error avoidance in both diagnosis and treatment, as well as by speeding up processes that in vivo would require more human intervention and raw materials. Besides, some companies stated that the cost for clinical trials may soon outpace revenue, which will accelerate the shift towards other relevant and reliable data sources for demonstrating the safety and effectiveness of a particular medical device or pharmaceutical product. Despite these advantages, digital models today still do not capture the complete nature of a patient and face several challenges.
What are the challenges related to digital twins in healthcare?
The most advanced digital twin applications within the healthcare field today are being developed in cardiology with industry players like Siemens Healthineers, Dassault Systèmes, Philips or HeartFlow. These companies are developing digital twin models of the heart representing, for example, the electrical behavior of the organ for the setup of a pacemaker, the chemical aspect of the heart for drug development, or the mechanical response for surgery virtual simulation. Although the possibility to create digital twins for applications in healthcare already exists today, the technology is not widely adopted yet as companies and institutions face several challenges to start testing and applying this technology to specific healthcare problems. Some of the challenges in implementing the twin technology include:
How will the cost to implement digital twin technology in healthcare practices evolve in the upcoming years? How to develop partnerships so that the digital twin technology becomes accessible for an innovative healthcare player? What are the possible business models for twin technologies?
Are digital twin models reliable for diagnosis and treatment processes in healthcare if the data originates from different sources in a non-standardized manner? How could the processes of data collection be standardized so that data can more reliably be used for artificial intelligence applications?
What happens to the data that is collected from the patients? Where and how is the data stored? How can we ensure that data will not be used with a commercial intent rather than to benefit the individuals from whom data is collected? Could an insurance company differentiate individuals based on their lifestyle choices or genetics?
Will a virtual model ever be able to fully represent the complexity of the human being? How is the market projected to evolve?
How do we support you in your projects related to digital twins in healthcare
For more than 25 years, Alcimed has been supporting its clients on a variety of projects related to digitalization and artificial intelligence, including exploring digital twin applications in the healthcare field. Indeed, we have carried out multiple projects in this field for different actors such as international biopharmaceutical and pharmaceutical companies (e.g. Boehringer Ingelheim) and MedTech companies (e.g. Siemens Healthineers).
The diversity of our clients combined with the geographical fields we explore and the types of projects we carry out gives us a global and in-depth understanding of the issues addressed in the field of digital twins.
Our projects cover topics as diverse as evaluating market opportunities, understanding disease management and patient care pathways, regulatory developments, assessing potential competitors or partnership opportunities, new technologies and applications for digital twins in healthcare, among others listed below.
The types of projects we carry out for our clients in this field are:
EXAMPLES OF RECENT DIGITAL TWINS PROJECTS CARRIED OUT FOR OUR CLIENTS
This enabled our client to get a clear vision of how digital twins are being used by potential competitors as well as to understand what clients’ expectations and needs are concerning the technology.
Alcimed identified key trends in pharma digitalization and several companies to potentially partner with our client via desk research and interviews with KOLs, and then deep-dived into the capabilities of prioritized companies by interviewing key stakeholders within these organizations.
Our work enabled our client to get a clear vision on potential partners and the way to digitalize its Research & Development.
The knowledge gathered by our team in this project provided our client with an in-depth understanding about the key needs and wishes of the platform end-users and enabled to identify different potential applications of the platform within the healthcare sector.
This project validated the added value that digital twins can bring to our client, and helped define their co-development partnerships, supported by a development roadmap.
Our purpose? Helping both private and public decision-makers explore and develop their uncharted territories: new technologies, new offers, new geographies, possible futures, and new ways to innovate.
Located across eight offices around the world (France, Europe, Singapore and the United States), our team is made up of 220 highly-qualified, multicultural and passionate explorers, with a blended science/technology and business culture.
Our dream? To build a team of 1,000 explorers, to design tomorrow's world hand in hand with our clients.
- Proof of concept
- Voice of Customer (VOC)
- Business case
- Business development
- Business models
- Business plan
- Cluster study
- Collaborative projects
- Commercial strategy
- Competitive analysis
- Customer experience
- Dossier creation
- Due diligence
- Go to market
- Innovation consulting
- Innovation process
- Innovation strategy
- Learning expedition
- Market access
- Market study
- New offers
- New services
- Open innovation
- Opportunity evaluation
- Patient pathway
- Product innovation
- Product launch
- Regulatory framework analysis
- Search for funding opportunities
- Search for partners
- State of the art
- Strategic audit
- Strategic foresight
- Strategic positioning
- Test and Learn
- Value proposition