At Ummon HealthTech, we strongly believe that the pathology practice will be transformed by Artificial Intelligence. We have entered the era of Assisted Pathology, which in our opinion still brings little benefit to the practice of medicine.
Innovation will emerge from the discovery by artificial intelligence of new clinical, morphological and molecular markers. We need scientific leaders, physicians, engineers and mathematicians to create tomorrow’s healthcare landscape. But developing a Software is nothing like Data Science. For this, research teams must have simplified Frameworks and Development Environments, to be able to stay focused on their projects.
Improving healthcare is Ummon HealthTech core value. For this reason, we decided to make our Ummon Development Environment (UDE) available for all research teams free of charge. We strongly believe it is going to facilitate the transition from Assisted Pathology to Augmented Pathology.
Pathology trough time
1/ Traditionnal Pathology.
Traditional pathology is what we currently see in hospitals. The pathologist analyses with its “own eyes” the tissue morphology and staining. These markers have been proven over time and are based on numerous scientific publications.
2/ Assisted pathology.
Assisted pathology is based on recent advances in machine learning and deep learning (artificial intelligence). Theses algorithms highlight traditional markers to make the diagnosis faster and more reliable. This approach to cancer diagnosis brings real added value to medical practice, but it cannot add more than what pathologists already do.
3/ Augmented Pathology.
Augmented pathology will arise from the meeting of fundamental research in AI with the daily practice of medicine. Statistics and Next Generation Deep Learning (Deep Reinforcement Learning) will develop new markers of interest automatically, extracting clinically significant characteristics.
Ummon development environment
FREE ACCESS O UDE – STAY FOCUSED ON WHAT REALLY MATTERS
Ummon HealthTech’ mission is to improve care. By providing our UDE free of charge, we are convinced that we will enable the arrival of increased pathology for doctors, for patients. UDE helps researchers to train, test and share their algorithms.
For researchers who wants to develop AI solutions in pathology
UDE is a development environment managing our image analysis software Backend. By developing your algorithms with UDE, you operate on a professional software approved by regulatory authorities (MD-IVD).
Standardization plug-ins are already there, you do not have to take care of memory loss, the application of your classification algorithms on the slide is optimized and multithreaded and many other cool Ummon HealthTech proprietary features are on UDE.
Going into clinics
JOIN THE JOURNEY! DEPLOY YOUR ALGORITHMS FOR FREE AND GET PAID.
By developing with UDE, you can deploy your algorithms directly into clinics. As UMMON is already within our customers laboratories, we get rid of the research – practice gap.
We can help you with the regulatory certification process so that your algorithms can be used by pathologists.
We take care of software maintenance, marketing and after-sales service.
Get paid for your research. In our desire to promote Artificial Intelligence, we give you a part of our revenue proportional to the use of your algorithms by our customers.
Get a direct feedback on your work by professional practitioners.
IT’S FREE! START USING UMMON DEVELOPMENT ENVIRONMENT NOW!
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