OWKINFederated Learning to Accelerate Medical Research
Our mission at Owkin is to use machine learning to develop better drugs for patients.
Patients from around the world suffer from complex diseases and a staggering variety of symptoms. However, they share one thing in common:
Patients have a need for faster development of safer and more effective therapies.
Owkin’s mission is to empower researchers in hospitals, universities, and pharmaceutical companies to:
- understand why drug efficacy varies from patient to patient,
- enhance the drug development process, and
- identify the best drug for the right patient to improve treatment outcomes.
Therefore, Owkin has created a unique research platform, and a portfolio of AI models and solutions.
Owkin Loop is the foundation of Owkin’s research platform: it connects medical researchers with high-quality datasets from leading academic research centers around the world. Owkin Loop is powered by the two main components of Owkin’s Software Stack: Owkin Studio, our machine learning platform, and Owkin Connect, our federated learning framework. Owkin medical research collaborations are in Oncology, Immunology and Cardiovascular diseases.
Want to learn more about our abstract on the identification of Pancreatic Adenocarcinoma molecular subtypes on histology slides using deep learning models?Read the news here!