The next generation of medical AI: a dynamic model of health
Margarita Pirinen's OpenBio 2026 conference paper: the evolution of medical AI, the BIOS architecture and modelling health over time.
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The science, technology and practice of personalised medicine. Contributions from the BIOS editorial team, platform doctors and invited experts.
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Margarita Pirinen presented BIOS at OpenBio 2026
A presentation at the expert session on biotechnology and recognition in the Scientific Community's Choice competition.
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OpenBio 2026: science, technology and biotech business
22–25 September in Koltsovo: a scientific conference, expert programme, business forum and biotechnology exhibition.
Read the newsWhy one result is not enough to understand health
An individual test captures a moment. Medical context connects measurements, symptoms, prescriptions and events over time, helping reveal meaningful changes.
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Optimising a business in a crisis: payroll, teams and management
A private four-hour session with Tatiana Kuznetsova for business owners, CEOs and senior executives, examining specific management challenges.
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Margarita Pirinen discussed the opportunities and risks of AI in healthcare at the MCCI
On medical data normalisation, regulatory requirements and the limits of large language models.
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BIOS wins an award in the OpenBio 2026 competition
The project took second place in the IT Technologies and Solutions category of the competition for Russian biotechnology developments.
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Logical-emotional management: why capable people fail to hear each other
Why capable people do not always hear each other — and how differences can become a management resource.
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Margarita Pirinen: ‘Health must become a manageable system’
On the future of personalised medicine, the role of AI, digital health memory and the move towards continuous health management.
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Can the state be a venture investor?
Anna Minakova on effective public investment models, the conflict between budget controls and venture risk, and the role of private capital.
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Health Memory: how BIOS preserves a history, not just a result
Facts, dates, sources and data versions within a shared longitudinal context.
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The essentials about a patient — before the appointment
How structured context helps doctors move from gathering facts to making decisions sooner.
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How a clinical observation becomes a research question
Expert perspectives, review, authorship and the path from hypothesis to research.
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From a medical document to verifiable facts
What LabSkan extracts and why every measurement must remain linked to its source.
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Working code is not yet a medical product
Technical, expert and clinical validation before scaling.
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Access to medical data starts with a purpose and consent
Minimum necessary access, defined roles and continued human control.
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Conversations with doctors, explanations of the technology and discussions of medical scenarios.
Podcast
Natalia Fomchenkova × Margarita Pirinen
12 minutes per patient: a challenge for medicine
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Explained
Why trends matter more than a single measurement
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Clinical practice
Where the algorithm ends and the doctor's decision begins
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