<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/7196964b22c740659dd268be56f5d8a9&quot; frameborder=&quot;0&quot; width=&quot;1110&quot; height=&quot;832&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>832</height><width>1110</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>832</thumbnail_height><thumbnail_width>1110</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/7196964b22c740659dd268be56f5d8a9-241d40bdfc8bbb1f.gif</thumbnail_url><duration>156.55</duration><title>Paciento Tool for Smarter Clinical Notes</title><description>This Loom demonstrates Paciento, a tool that helps doctors write better clinical notes. The presenter shows creating a patient, adding visits, and entering a draft doctor note, after which an ML model proposes changes. Doctors can accept or reject suggestions, and a fine-tuned model learns over time to improve future recommendations. The model is trained on patient data from 2011 to 2019 from many hospitals and ICU beds, learning prescribing and documentation patterns used by clinically acclaimed patients.</description></oembed>