Krish Arora

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Krish Arora

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  • hourlong learnings #3: how TENS talks to nerves and why therapeutic dose is key

    A TENS unit is a battery, waveform generator, current-control circuit, and a few electrodes. It sends pulsed current through the skin to recruit nearby nerve fibers. The goal is not to repair a strained muscle, realign a joint, or remove inflammation. It is to change the neural traffic associated w/ pain. A rough model is: […]

  • hourlong learnings #2: how a pulse oximeter estimates blood oxygen and why it breaks

    A pulse oximeter does not directly count oxygen molecules, measure the partial pressure of oxygen, or sample arterial blood. It sends red and infrared light through tissue, extracts the part of the optical signal that changes with each pulse, and maps that signal through an empirical calibration curve. A rough model is: $$ \text{red/IR transmission} […]

  • hourlong learnings #1: hospital triage algos and how we can improve on the ESI system

    Triage is not just “who looks sickest” but rather a real-time decision system w/ asymmetric risk The ED has to make a first routing decision before it has the full chart, labs, imaging, response to treatment, or a true differential diagnosis. At its core triage is risk estimation under incomplete information. A reasonable technical def […]