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MIDS Capstone Project Spring 2023

curie.AI | Liver Ultrasound Platform

curie.AI is a platform for liver ultrasounds.

Our mission is to empower patients' liver health with AI. 

Our platform offers a suite of applications to medical practitioners for liver ultrasound navigation, organ delineation, steatosis severity grading, and liver mass detection. We also provide the utility of generating realistic, synthetic liver ultrasound images from scratch for dataset enrichment.

Navigation App

Our ultrasound navigation platform can identify organs, veins, and lesions in abdominal ultrasound images of the liver. It can also detect and classify the severity of non-alcoholic fatty liver disease (NAFLD). This aids ultrasound technicians and sonographers with valuable insights to better inform their decisions.

Synthesis App

Our synthesis application generates liver ultrasound images using latent diffusion models: text-to-image, class-to-image, and semantic masks. Having a model that is able to artificially produce diverse, high-quality, realistic images is incredibly valuable, as it allows researchers to increase training dataset and improve accuracy when detecting liver disease.

Last updated: May 15, 2023