A new AI approach to diagnostic coding boosts accuracy, reduces errors, and could even outperform human physicians.

To address this, the researchers tried a "lookup-before-coding" method that first prompts the AI to describe a diagnosis in plain language and then choose the most fitting code from a list of ...

To address this, the researchers tried a "lookup-before-coding" method that first prompts the AI to describe ... In a second step, the model used this retrieved information to select the most accurate ...

The "lookup-before-coding" method allows AI to review past cases, improving ICD code accuracy and outperforming physicians and baseline AI models. Smaller open-source AI models, when using the lookup ...

New York, NY [September 25, 2025]— A new study from researchers at the Mount Sinai Health System suggests that a simple tweak to how artificial intelligence (AI) assigns diagnostic codes could ...

Gulf War illness (GWI), the chronic, debilitating condition linked to military service in the 1990-1991 Gulf War, will receive a dedicated diagnostic code in the October 2025 release of the ...

Gulf War Illness affects an estimated one-fourth to one-third of the nearly 700,000 U.S. troops deployed to the Gulf War. Photo credit: iStock/Rawpixel Gulf War illness (GWI), the chronic, ...

CPT codes help track and report medical services for billing. You can check the codes on your medical bills and benefits statements to spot errors. Current Procedural Terminology (CPT) codes help ...

Introduction Cardiovascular benefits deriving from physical activity are well known, but it is unclear whether physical activity trajectories in late life are associated with different risks of ...

AI systems should reduce cognitive load, clarify ambiguity, and work alongside teams as intelligent collaborators, not as black-box disruptors. What if the AI systems you’re building solve the wrong ...

Thrombotic thrombocytopenic purpura is not a sequela of enteric infection; this definition was developed to capture historical misdiagnosis of hemolytic uremic syndrome as thrombotic thrombocytopenic ...

Abstract: International Classification of Diseases (ICD) codes provides a hierarchy of diagnostic codes for classifying diseases, which plays an important role in healthcare. Medical coding which ...