One-day-ahead prediction of severe hyponatremia in patients with cancer using medication and diagnostic trajectories without electrolyte indicators.

Hyponatremia is a common complication in patients with cancer and is associated with poor prognosis; however, early detection remains challenging. Existing models often rely on laboratory parameters directly related to sodium levels, limiting early risk identification before electrolyte testing. Thi