As artificial intelligence and machine learning (AI/ML) algorithms are utilized, we must ask ourselves, what are these models made of? Many neural networks operate in a black box: we give a model a goal of accuracy and training data and BAM! We the public ‘hope’ that the model is ‘correct’. By all accounts, the model …
So you want to build a medical algorithm? Maybe you’re looking for skin images of diverse populations. Perhaps you’re looking for COVID-19 lung nodule CT scans or subarachnoid hemorrhages. While there has been a lot of excitement surrounding big data and the possibilities it poses for natural language processing (NLP) and computer vision, medical A.I. …
The Internet’s Best Guide to Open-source Medical Imagery Datasets Read More »
Gradient Health is a medical technology company headquartered in Raleigh, North Carolina.
We provide instant access to the medical images needed to train and validate technologies, getting more equitable innovations to market, faster. We were founded to power better medical research by accelerating AI development.
