Radiotherapy AI Solution

A world that brings life force to cancer patients.
Every doctor is helped by an AI. 
Medicine is more human.
Patients are treated faster and at a lower cost.

Research and Strategy

Technologies Used:

Problem

Understanding the real pain to solve real problems.

Cancer mortality rates have decreased by 27% during the previous 20 years, from 2001 to 2020, going from 196.5 deaths to 144.1 deaths per 100,000 population. (CDC). 

According to Globocan, Romania registered a total number of over 98k cases of cancer and 50k deaths in 2020. One of the most common aspects that leads to death is the late treatment for the diagnosed cancer. If we look at the cancer treatment process statistics, we discover that 50% of cancer patients need radiotherapy, and the cause for late treatment is also because we have an overload of cases for a limited number of Specialists.

This reduces the interaction between doctor and patient to a few minutes, affecting the patient’s state throughout the irradiation process. A patient needs psychological and emotional support during the entire treatment process.

As part of this med-tech startup, we had the mission to accelerate cancer treatment by building an accelerated AI organ contouring device, for effortless radiotherapy built an AI-based system that automates image analysis in radiotherapy, from scratch. We wanted to reduce the time for radiation oncologists in the contouring process.

In this process, we’ve battled many outdated workflows that have lasted for years in the medical system, trying to incorporate new AI tools that bring added value to patient treatment.

Spending so many hours with oncologists and patients, it has been confirmed that spending time on mundane tasks, such as a manual long-lasting contouring process could be crucial to a patient’s life.

Key highlights
Solid foundation of Engineering practices
Values
Agility in Adopting Emerging AI Trends

A solid engineering core ensures agility in embracing the latest AI advancements.

Values
Enhanced Solution Reliability

Reliable AI solutions stem from rigorous engineering disciplines.

Values
Long-term Sustainability and Evolution

Engineering ensures the long-term sustainability and evolution of AI technologies

Values
Foundation for Scalability and Performance

Our engineering expertise paves the way for scalable, high-performance AI solutions.

Values
Smoother Integration with Existing Systems

Engineering foresight facilitates seamless AI integration into legacy systems.

Methodology

The product methodology:

We built software based on artificial intelligence, capable of analyzing CTs and MRIs quickly and precisely. This technology creates a higher level of automatization regarding the processes of contouring and image registration, both vital in radiotherapy.

Organs at risk are healthy organs in the tumour’s proximity that have a high risk of irradiation during treatment. In this process, the tumour gets irradiated, but the healthy organs around it (e.g. lungs, heart, brain etc.) will also be irradiated in a limited quantity.  It was a must to contour organs at risk with high precision because this way we could calculate the exact irradiation dosage that we could use during the radiotherapy process.

Solution

Results.

  • CT scans were easier analyzed with the power of AI recognition of patterns for personalized organ datasets;

  • Contouring tumours and the healthy tissue (that might be affected by tumors) takes a lot of time for the doctors, and AI can automate this process by 90%, from 3-4 hours to only 2 minutes;

  • Saving hospitals up to $200k/year.

  • Providing a tool that can fit into the medical working system and helps doctors perform more efficiently and accurately. The solution offers doctors time for more complex tasks that need their attention, and also for patients.

Solution

Main features.

  • Hybrid Scalable GDPR Infrastructure (Local + Cloud)

  • 31 organs at risk detection

  • Friendly interface by building a new layer above Ohif

  • Automated System, the patient contouring was done with only one click

Main Features
Main Features
Values
Agility in Adopting Emerging AI Trends

A solid engineering core ensures agility in embracing the latest AI advancements.

Values
Enhanced Solution Reliability

Reliable AI solutions stem from rigorous engineering disciplines.

Values
Long-term Sustainability and Evolution

Engineering ensures the long-term sustainability and evolution of AI technologies

Values
Foundation for Scalability and Performance

Our engineering expertise paves the way for scalable, high-performance AI solutions.

Values
Smoother Integration with Existing Systems

Engineering foresight facilitates seamless AI integration into legacy systems.

Let’s work together
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