HeHealth reposted this
Primarycare, Synthetic data and Pen*s AI | CEO HeHealth, Consultant Physician (EM), On a mission to impact one billion lives in the next 5 years, Developing AI-driven diagnostic tests and AI agents
Part 2: Gift to the World from HeHealth: Most advanced Mpox detection model documented in research. But wait—we built it entirely using synthetic data. The model's performance was extensively tested using actual patient images, just like other models, so you can see its effectiveness. In my previous post, I shared the entire 1000-image dataset we used to train the model, fully open-sourced. It’s all yours. Link here https://lnkd.in/g4GiCvEA We are demonstrating that in emergency situations, such as the spread of a new infectious disease or a bioterrorism event, we can build reliable digital models to detect diseases at the community level using our technologies. We have also demonstrated this with HPV in our previous paper. Link here https://lnkd.in/gbrj9yGb This is the second paper published on the same principles: that we can advance medicine using purely synthetic data in sensitive areas like STIs without compromising patient privacy. Here is the Arxiv paper link. https://lnkd.in/g5ZWn2Qr Special thanks to our head of CV Janitha Prathapa Mei-Ling Lu | Michal S. | Janitha Prathapa | Salomi Arasaratnam | Dr Sithira A. | Prarththanan Sothyrajah | Thanveer Ahamed | Dinuka Wijesundara | Rayner Kay Jin Tan | Kelvin S. L. Chan, Ph.D. | Lao-Tzu Allan-Blitz | Raghav Tirupathi MD FACP FRCP(Lon) FIDSA | Aditya C. | Megan Coffee | Dr. Alexander | #hehealth #globalmedicine #populationmedicine #syntheticdata