Once upon a time, in the curious land of Wonderland, there lived a physician named Alice. On a curiouser and curiouser day, Alice found herself tumbling down the digital rabbit hole into a fantastical realm called Algorithmia, a land where […]
How AI is revolutionizing health care through the lens of Alice in Wonderland Read More »
In the fall of 2005, an invisible threat swept across the digital computer game World of Warcraft, spreading panic, overwhelming entire cities, and leaving countless players scrambling for answers. It wasn’t a new raid boss or a cunning video game
As artificial intelligence (AI) becomes more embedded in health care, the ability to accurately evaluate AI models is critical. In medical applications, where early diagnosis and anomaly detection are often key, selecting the right performance AI metrics can determine the
the role of AUPRC, AUROC, and average precision Read More »
As artificial intelligence (AI) systems increasingly permeate our health care industry, it is imperative that physicians take a proactive role in evaluating these novel technologies. AI-driven tools are reshaping diagnostics, treatment planning, and risk assessment, but with this transformation comes
Navigating Goodhart’s Law dilemma and the future of AI in medicine Read More »
In 1948, Claude Shannon revolutionized the world of communication with his theory of information, showing that precision and efficiency could emerge from chaos. Roughly 40 years earlier, Max Planck had done something similar in physics by discovering the rules of
lessons from Claude Shannon and Max Planck on precision in medicine Read More »
Automation and artificial intelligence (AI) have been advancing steadily in health care, and anesthesia is no exception. A critical development in this area is the rise of closed-loop AI systems, which automatically control specific medical variables using feedback mechanisms. The
