Next-generation pediatrician symptom checker built with AI


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Decreasing accessibility to pediatric primary health care and rising healthcare costs

Is it true that around 30% pediatrician visits are unnecessary?

Yes The most common reason for pediatrician visits (at Pediatric Office practice/GP practice* in UK/PCP practice** in USA) are non-emergency conditions that can be treated at home - such as a common cold.

The are around 6.6 mln children in Poland. Every year 64% of them are treated for a common cold at GP practice.

(NFZ 2013)

Problems and barriers to pediatric healthcare - common cold as an example

  • DAY 1: Your child develops symptoms a common cold You call doctors office to book an appointment (Average waiting time 2⁄3 days)
  • DAY 2: Wait
  • DAY 3: Wait - parents stress level goes up
  • DAY 4: Appointment at doctors’ office
  • Around 35 minutes in a waiting room - expose you and your child to germs - increase the risk of bacterial infections.

  • The doctor will see you now:
    • 85% - unnecessary visit - common cold can be treated at home
    • 10-15% - unnecessary treatment - around 15% of doctors' visits for kids’ colds, physician prescribe antibiotics although antibiotics do absolutely nothing to treat cold symptoms.

Right now most people Google their symptoms. That is the front door of healthcare, but the information is unreliable. We want to change this. So how our next-generation symptom checker works?

Our vision - We concentrate on pediatric patients only and non-emergency conditions to save money, time, unnecessary treatment and stress. In combination with medical data and machine learning technologies we will create models and path to prompt and put precise diagnosis. Our goal is create an application (as a service) with a functional interface for parents and business partners.


  1. First we'll ask about your symptoms, how long you've had them, and whether they're getting better or worse
  2. Our algorithm analyzes your answers in real time and decides the most important questions to ask next.
  3. In minutes, our algorithm gains a detailed understanding of your case you'll see options for what to do next, personalized to you. Know whether to treat at home or see a doctor
  4. If you need medical attention, we will be able to send you to one of our partner across the world.

The most common reason for pediatrician visits for young children (age 0-4) is a common cold. Young children can get as many as 6-8 colds each year.

Telemedicine in America 2017 Survey (Nemours Children’s Health System)

Survey also reveals the limited uses that parents consider for telemedicine. They are most willing to use telehealth services for cold and flu (58%), pink eye (51%), and rashes (48%). According to the Centers for Disease Control and Prevention (USA) acute childhood ailments, such as these, accounted for an estimated 171 million in-office visits in 2012 for children under 18.

Team members

Wojtek, 36 yo - CEO

medical doctor who is obsessed with telemedicine. In 2017 he finished his GP (General Practitioner) training in Poland. Over 2 years experience in Anesthesiology/Critical Care department in Pediatric Hospital. From 2008 he has been working in numerous private hospitals in UK as a ward doctor.

Wojtek created his first website in 2003 using Joomla. Over 2 years experience as CEO. He is also Peter’s brother.

Piotrek, 32 yo - Business

When he was 16 years old he started his own company and provided internet access (as ISP) to over 200 customers in his hometown.

He has been dealing with IT security for the last 15 years. He graduated from the Lublin University of Technology (Master of Science) - Faculty of Electrical Engineering and Polish-Japanese Institute of Information Technology (Engineer) -Databases specialization. He is also a manager (MBA).

Currently he is a director and analyst in the trade department of the energy sector company where he mainly predicts the electric energy demand (consumption) on the basis of his self-created neural networks and decision trees.

The person responsible for supervising the team of programmers, IT security and technical implementation of the project.

Michal 33 yo, Software Architect

programmer, software architect. He gained experience working with big ecommerce and developed web applications for strategic customers. Currently in everyday work as a Google Partner use the latest tools and technologies like Google Cloud Compute Engine and Machine Learning Services. In the team he is responsible for technology architecture and development process of application.

Happy dad of two beautiful girls (Wiktoria 6.5 yo and Lilianna 1.5 yo). Loves spending free time to have fun with daughters, but when they get sick… looking for a solution, wait... there is - symptom checker!