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Health Vision

AI-powered clinical intelligence platform

Role
Lead Product Designer
Timeline
2023 – 2026
Website
hda-institute.com
Patient roster of discharged sample patients with applied filters as chips, predicted length of stay, facility discharge, readmission and mortality risk with relative risk for each patient

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Patient roster

Where a clinician’s shift begins. The roster updates as new notes, diagnoses and encounters come in, and puts the patients who need attention first.

Design focus

From a static list to live priorities

In a static list, clinicians had to hunt for who was urgent. I put predicted risk on every row, so priority is visible before anyone opens a chart.

Highlights

Impact

  1. Led product design from the first concepts through the $16M Series B and $31M Series C, for a platform used at Houston Methodist and Cleveland Clinic.
  2. Made 350B+ records on 140M+ patients, covering 25 years of data, easier for clinicians to navigate and interpret.

What I designed

  1. Patient discovery built around clinical risk, with progressive filtering and a Focus feature that surfaces the highest-risk patients in any group.
  2. Reusable filters, dynamic cohorts and saved views, so clinicians stop repeating setup and each role sees the patients it needs.
  3. Patient Spotlight, AI summaries and conversational exploration, with every AI answer linked to the source notes behind it.
  4. Risk charts and population comparisons that help clinicians read predictive scores and see what drives a patient’s risk.

How I worked

  1. Worked with product, engineering and clinical teams from the first concepts to a live product.
  2. Built the information architecture, interaction patterns and design system.
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Elisey Kolev
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