The pancreas and tumor are represented by the colors orange and green, respectively. Given the weak label, we expand it to a lesion marker (teal green) and background markers (red). We then utilize ...

Mohammad Omar is cofounder and CEO at LXT, an emerging leader in global AI training data that powers intelligent technology. I believe that artificial intelligence (AI) is one of our most important ...

Accurate localization of pathologies in medical images is crucial for precise diagnosis and effective treatment. Existing deep learning models for defining pathology from clinical imaging data rely ...

When AI models fail to meet expectations, the first instinct may be to blame the algorithm. But the real culprit is often the data—specifically, how it’s labeled. Better data annotation—more accurate, ...

Data localization mandates affect a variety of national security interests, including the ability of security actors to share information, promote cybersecurity, and fight the tools of digital ...