machine learning
Publication: Exploring the Limitations of AI in Medical Code Extraction
Large language models (LLMs) are gaining traction in various specialized domains, but their capabilities are still being tested in highly technical fields such as medical coding. Our recent study investigates how effective these AI models are at extracting ICD-10-CM codes from clinical documentation compared to a human coder. We specifically analyzed six different LLMs, including…
Read MoreMachine learning models to predict critical illness and mortality in COVID-19 patients
Researchers have developed machine learning models that predict the likelihood of critical events and mortality in COVID-19 patients within clinically relevant time windows. Read More
Read MoreMachine-learning tool may help predict acute kidney injury in patients with COVID-19
Researchers from Icahn School of Medicine at Mount Sinai found a machine-learning model performed well in predicting risk for AKI and need for dialysis in patients hospitalized with COVID-19. Read More
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