drug interaction algorithms 2025-11-04T11:02:29Z
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    Rain lashed against the ICU windows when Mr. Henderson's monitor flatlined - that soul-crushing beep slicing through nightshift haze. My palms went slick as I grabbed the resuscitation binder, its pages swollen with coffee stains and outdated protocols. Fumbling through arrhythmia flowcharts felt like reading hieroglyphs underwater until my trembling thumb found the algorithm visualizer in MediCode. Suddenly, ventricular fibrillation protocols materialized in color-coded clarity, each decision n - 
  
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    The fluorescent lights hummed overhead as I stared at Mr. Peterson's chaotic rhythm strip. Atrial fibrillation danced across the telemetry like angry static, but his creatinine levels screamed kidney disease - the anticoagulant dilemma from hell. Sweat prickled my collar as I mentally juggled CHA₂DS₂-VASc and HAS-BLED scores, each calculation crumbling under pressure. That's when my trembling fingers found the icon on my phone. This wasn't just another medical app; it was the computational twin - 
  
    The fluorescent lights of the hospital library hummed like angry wasps, casting long shadows over my mountain of textbooks. My fingers trembled as they traced drug interactions for the hundredth time, each unmemorized fact a needle jabbing at my resolve. Five weeks until D-day, and I was drowning in a tsunami of electrolytes, pharmacokinetics, and ethical dilemmas. My usual study playlist – soothing lo-fi beats – now sounded like funeral dirges. That’s when my cracked phone screen lit up with a