As a professional software development company, we provide custom software development services where custom software solutions based on artificial intelligence support oncology diagnosis and secure medical data sharing across the healthcare community. Machine learning and deep learning technologies have a positive impact on cancer detection, treatment, and overall user experience.
GLOBAL AWARDS THANKS TO DEEP LEARNNING
In 2021 Cancer Center was a finalist among 18 companies (selected from 170 applications) entered the final of the 6th European Tech and Start-up Days accompanying the XIII European Economic Congress (EEC – European Economic Congress, September 20-22, 2021).
The Cancer Center team also achieve considerable success in MICCAI 2015 competition in the field of ‘Imaging & Digital Pathology’. The team won first place in the Combined Radiology and Pathology Classification competition.
Also, at MICCAI 2016 they won third place in the Segmentation of Testicles in a Pathological Image (cell segmentation in the histological image). Cancer Center was selected from among the best and was able to present its solution to doctors and scientists who came to Munich from all over the world.
CHALLENGE FOR A CUSTOM SOFTWARE DEVELOPMENT AGENCY
One of the biggest challenges in the application development process was the limited amount of data available for model training. To overcome this issue and meet strict business requirements, data augmentation techniques were applied to expand the dataset and improve model accuracy.
Moreover, during cooperation with the Cancer Center, additional business support and project management activities were required. The low IT awareness of physicians and difficulties in understanding advanced solutions created barriers in reaching the end users. To address this challenge, educational workshops were conducted using a previously prepared MVP. Demonstrating what could be achieved with machine learning helped change doctors’ attitudes and increased engagement with the solution.
SOLUTIONS PROVIDED BY OUR CUSTOM SOFTWARE DEVELOPMENT AGENCY
To enable earlier diagnosis and reduce the effects of the disease, a range of advanced microscopic image analysis techniques had to be developed by an experienced development team of skilled software engineers with strong technical expertise.
Specifically, the solution made it possible to:
- segmenting of nuclei
- classifying of nuclei types
- making a statistical summary of samples
- finding regions of interests
- classifying tumor analysis of mitosis
Uniquely, a comprehensive approach to the problem enabled the application development of software available through both API and web platforms, ensuring flexibility and seamless integration with existing systems
Consultations with domain experts supported the implementation of mathematical modeling, advanced machine learning methods, as well as data analysis and image processing, all delivered by a skilled development team with strong technical expertise
Additional value was provided through features such as saving, uploading, and commenting on images, allowing collaboration with specialists worldwide and reinforcing the platform as a scalable custom software solution.
RESULTS
Finally, the development works were successfully completed. Cancer Center software Finally, the development work was successfully completed, adding another achievement to our portfolio of completed projects. The Cancer Center received a fully functional system enabling fast and effective cancer prevention, supported by communication tools for doctors and specialists and designed as scalable solutions for future growth. As a long-term technology partner, we delivered software that supports collaboration across the medical community and enhances clinical decision-making.
Learn more about our approach to artificial intelligence.
Are you inspired?
Let’s talk about your idea.
Let’s talk
Next Steps & Further Reading
Continue your exploration with related healthcare AI case studies:
1. Beating Cancer With Women’s Health Supporting App – A mobile health application designed to support cancer prevention and women’s health through digital tools. The solution combines intuitive UX with medical data tracking, helping users monitor health indicators while enabling healthcare partners to promote early detection and prevention through technology.
2. AI Solutions for Healthcare: Screening Revolutionized – This case study shows how AI-driven screening transforms healthcare diagnostics by improving the speed and accuracy of early disease detection. Advanced machine learning and generative AI models support large-scale screening programs, helping medical professionals identify risks earlier and improve patient outcomes.
3. AI Healthcare Platform Transforms Primary Care in Saudi Arabia – A comprehensive AI healthcare platform built to modernize primary care services in Saudi Arabia. The solution enables intelligent patient triage, telemedicine workflows, and medical data analysis, improving access to care while supporting scalability at a national healthcare level.
