Physicians’ knowledge, digitized

We know that access to verified medical information is key to improving how people across the world use medical services. Find out more about our physician-led database of medical concepts here.

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Medical knowledge and data

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Creating content

It all starts with data. We want our database to resemble the knowledge and processes that physicians use daily. That is why our medical team built a complex network of interlinked medical concepts. This framework allows us to assess patient's health in a similar way to doctors, by simultaneously analyzing symptoms, conditions, and risk factors.

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Probabilistic modeling

Expert medical knowledge is used by our diagnostic algorithms to process patients' data and draw conclusions on their health. It is also used as a part of the feedback loop to continuously improve our solutions over time. With care and precision, our team links medical content with the inference engine to guide millions of patients to the right level of care.


hours of physician's work


medical concepts developed


medical experts engaged

Our medical content has been growing over the years. We began with the most frequent everyday diseases like the common cold or migraine. Later on, we expanded our base with skin conditions, mental health issues, and surgical complications. Lately, we have focused on diagnosing injuries and, finally, pediatric conditions.

Jakub Jaszczak

Medical Doctor & Product Manager at Infermedica

Jakub Jaszczal

Jakub Jaszczak

Medical Doctor & Product Manager at Infermedica

Carefully sourced and validated knowledge

Each medical concept in our database is created in the same way: by using reliable sources of information, cooperation between physicians, thorough clinical validation, and a continuous feedback loop for improvement.

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    A team of seasoned experts

    The medical content team consists of experts representing different medical specializations and levels of seniority. They work collaboratively, building our content with a comprehensive approach to patient health.

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    Evidence-based sources

    We currently use over 12,000 unique sources from over 770 domains, including well-established journals, guidelines, and publications from international health organizations (WHO, CDC) and numerous medical papers with high impact factors.

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    Clinical validation

    We established a content development process that prevents errors and maintains the highest quality of publication standards. This process includes eliciting expert knowledge, clinical validation, acceptance tests, technical reviews, and tests.

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    Feedback loop

    Content validation continues even after information is made available to our users. Our medical information is up-to-date with the latest research. Our physicians also share their experience of millions of real-life cases, which helps us to improve our engine’s accuracy.

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    A transparent process

    Transparency is fundamental to Infermedica. That is why we have open access to our content creation procedures and acceptance test cases.

Our medical leaders

  • Portrait of Irving Loh
    Irv Loh
    Chief Medical Officer
  • Portrait of Mateusz Palczewski
    Mateusz Palczewski
    Head of Clinical Validation
  • Portrait of Jakub Jaszczak
    Jakub Jaszczak
    Medical Product Manager
  • Portrait of Ania Nowicka
    Anna Nowicka
    Head of Medical Content (Adults)
  • Portrait of Konrad Kokurewicz
    Konrad Kokurewicz
    Medical Consultant
  • Portrait of Filip Banaszek
    Filip Banaszak
    Head of Medical Content (Pediatrics)

Expert medical knowledge available to all

Technology for the whole family

Infermedica’s medical knowledge base is oriented toward both adult and pediatric users. It differentiates disease symptoms based on the patient's age. Healthcare organizations can use it to provide safe, precise, and personalized health recommendations to customers and their loved ones.

Medical content in 19 languages

Access to medical guidance should be borderless. That is why we continuously work with physicians and communication experts from various continents who help us translate and adjust our medical knowledge base. We include local specifics and common names of medical terms. So far, we have 19 languages and the capability to add even more.

Simple words for complex medical terms

Clear communication between patients and physicians is key to a good therapeutic relationship. And this is no different for digital tools. That is why all medical terms are displayed with their common names, which are often more familiar to patients. The accuracy of these terms is ensured by our international group of medical translators and physicians.


Leveraging our medical knowledge base

Incorporate our top-notch diagnostic engine and its vast medical knowledge into your businesses’ virtual healthcare product. Check out our ready-to-use features or leverage the flexible API gateway. Use it freely to build custom solutions, create multiple interfaces, scale up, or simply integrate it with your existing systems.

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Frequently asked questions

  1. We rely on respected, proven, and reliable sources, such as well-established medical journals (British Medical Journal Best Practice, The New England Journal of Medicine, The Lancet, ClinicalKey Medical Education, UpToDate), guidelines, and publications from specialized agencies and organizations operating globally (WHO, CDC) as well as numerous medical papers with a high impact factor (NEJM, The Lancet).

  2. The amount of medical content in our database is constantly growing. So far, we have 680+ conditions, 1,260+ symptoms, and 130+ risk factors.

  3. To see the complete list of symptoms and conditions available in our medical database, please visit the Developer's Portal.

Let’s discuss your challenges

Complete the form below to connect with our team of experts about implementing digital primary care solutions. Find the right path to reduce costs and improve patients’ experiences using our AI-powered digital platform.

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