Challenge
The challenge I’m solving as a product designer at SmarterDx is creating intuitive, user-centered interfaces that empower Clinical Documentation Specialists and healthcare professionals to quickly validate and act on AI-driven recommendations for accurate diagnoses and billing. I focus on transforming complex patient data into clear, actionable insights while improving efficiency, accuracy, and user satisfaction across our suite of tools.
Role & Responsibility
I drive the design strategy and execution for intuitive, user-centric tools that enable healthcare professionals to validate and act on AI-driven recommendations with speed and accuracy. I collaborate cross-functionally, mentor the design team, and ensure our solutions transform complex patient data into actionable insights that improve clinical and financial outcomes.
Deliverables
AI & LLM
,
EHR Data Mapping
,
Prompt Engineering
,
ICD-10 Diagnosis Recommendation Design
,
Clinical Criteria Evidence UI
,
Clinical Note "Spotlight" Design
,
Design Language System
,
MaterialUI
,
CDI & CDS Workshops & Interviews
,
Clinical Queries
,
Appeal & Denials
,
Lab, Meds, Flows & Orders Graph Display
,
Technologies Used
Figma
Mixpanel
Braintrust
Hex
MaterialUI
Slack
Jira
Jira Product Discovery
Otter AI
ChatGPT
COMPANY
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Context

What does SmartDx do?

When a patient who has been hospitalize for more than two stays is dischaged from the hospital, the billing department assigns a bunch of codes which relate to what services the patient received.
After patient discharge, those codes are "held" in a "pre-bill" state before being sent to the insurance company.
SmarterDx wants to look at them to make sure they are not losing out on any money.

Problem

For every 10,000 discharges, SmarterDx is able to help find $2,000,000 in lost revenue by identifying a better primary diagnosis.

Solution

SmarterDx takes a direct HL7 feed from the hospital, reviews the coded diagnosis and recommends if the primary diagnosis should be replaced with a different diagnosis because it has a higher reimbursement rate. The hospital CDI team can accept or deny the recommendation.

Internal tool to recommend new diagnosis⤵︎

User story

As a human in the loop CDS user, I want to be able to quickly view the a list of rules based recommended primary diagnosis and their financial impact and determine if the clinical evidence is justifiable to change the primary diagnosis.

Problem

Historically, CDS users are unable to see all relevant clinical evidence that supports a primary diagnosis in one view.

Solution

A single view that allows a CDS user to validate if the primary diagnosis reccomendation is valid or not.

User Research ⤵︎

Comments ⤵︎

User story

As a human in the loop CDS user, I want to be able to make internal comments and view any clients comments.

Problem

Internal CDS users were unable to view comments related directly to the ICD-10 code resulting in confusion and lack of context when discussing complex cases

Solution

Created a thread to append all internal CDS comments as well as being able to view all client comments.

G9341 Metabolic encephalopathy ⤵︎

Context:

G9341 Metabolic encephalopathy is one of the top 4 primary diagnosis that is rejected by insurance companies.

User story

As a human in the loop CDS user, I want to be able to quickly navigate to the clinical evidence based on MEAT (Monitor, Evaluate, Assess, Treat) which is required for clinically query as well as quickly navigate to the clincial evidence.

Problem

Metabolic encephalopathy charts are largely note based as it is based on observation creating long charts that need to be scrolled.

Solution

Appending the clinical notes to MEAT for easy query by client and allow the user to anchor link to the clinical evidence for quick navigation.

User Research ⤵︎

Case management & review & sort filters⤵︎

Context:

Ensuring to clients that cases won't fall through the cracks is incredible important and we needed an advanced sorting and filtering system to make that happen.

User story

As a human in the loop CDS user, I want to be able to quickly view all my cases as well as have flexible to view other cases so that no case falls through the cracks.

Problem

Internal CDS users were using a google sheet to navigate to specific hospitals URLs to complete cases on a manual basis based on manager assignement.

Solution

A simple yet flexible filter and sorting by drop down panel that allows for optimal view results for all internal CDS users.

User Research ⤵︎

Design Sprint Workshop⤵︎

Context:

Given 30 plus internal CDS members would be together at an onsite, I need to make sure I was able to get their feedback and get them engaged in the product.

Other projects

GenAI for healthcare

Connect with me on Linkedin

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