DESIGNING A CLINICAL MOBILE APP FOR SLEEP DIAGNOSTICS

CLINICAL GRADE CARE
FOR EVERYONE
EVERYWHERE

Overview

Client: Huxley Medical App

Duration: 4 Weeks

Tools: Figma , Adobe Photoshop, Maze, Adobe Illustrator

Responsibilities: User research, UX & UI design, Prototyping, User Testing

Designed a clinical-grade iOS companion app for Huxley Medical's sleep diagnostic patch, enabling patients to onboard, pair their device, and track health vitals. The prototype was delivered for development handoff after two rounds of usability testing, with all critical navigation issues resolved.

Project Goals

Design a mobile app to accompany Huxley’s clinical sleep patch — enabling patients to complete medical intake forms, pair their device, track vitals status, and receive step-by-step usage guidance.

User

People who have been prescribed a home sleep test by their physician. Potential users can be from various age, sex, and race demographics, and with different levels of familiarity with smart phones and mobile applications.

Challenge

Huxley Medical Inc. is developing a unique wearable diagnostic device for patients with sleep apnea. While many companies offer wearable technologies, there is no other similar product in the market. Given that the targeted user population includes seniors, the app needs to be very user friendly while providing range of clinical grade information.

A key challenge is to ensure that accurate and actionable clinical information regarding patient's health status is presented to user in an easy-to-understand format for a wide range of users.

Project Background

Huxley Medical, Inc. develops and markets devices and algorithms that increase access to multiple disease diagnostics and treatments. One of the main components of Huxley’s development plan is creating a patient app that provides the users with the ability to interact with their device, provider, and customer support.

Research

Competitive Analysis

Wearable devices industry has experienced a rapid growth in the last few years. In particular, mobile apps designed for consumer-grade health tracking products such as smart watches provide the opportunity to understand the best practices when interacting with users.

User Interview

Interviewing potential wearable device users was a critical first step in understanding their needs and pain points. During the screening process, it became clear that identifying users with prior clinical app experience — rather than consumer wearables — was a significant challenge, which shaped how I recruited participants and validated insights.

Competitive Analysis Insights

+ Sufficient information about the device's purpose and function is initially provided.
+ Clear and concise instructions are provided at each step of the device setup.
+ Instructions are available to the user at any time.
+ Dynamic illustrations are utilized to provide clear instructions.
+ The application shows a confirmation when a process is completed by user.
+ Use of visual graphs to provide users with a quick view of their health vitals.

Persona

Alberto's Needs:
- A step-by-step instructions for device pairing and use
- Use of illustrations to facilitate the necessary training
- Easy access to summary and details of collection data
- An intuitive form to enter medical history and demographics

Alberto's Frustrations:
- Long input information forms
- Too much unnecessary information
- Complicated and hard-to-follow instructions

Information Architecture

Roadmap

Based On
        - Persona's needs
        - Competitor analysis
        - Overall research findings
        - Client's requirements

Mapped Features
        - MUST-HAVE
        - NICE-TO-HAVE

Application Map

Through collaborative sessions with the client, I iterated on the roadmap features until we aligned on the overall application structure. I then organised these features and information flows into a formal application map. Locking in the information architecture at this stage provided a stable foundation to begin ideating on screen layouts and interaction patterns.

Main Categories:
- Measurements
- Summary
- Profile
- Alert

User Flow

With the application structure defined, I mapped user flows for the critical task paths — focusing on three core questions: how a user completes a task, what the minimum required steps are, and what alternative actions are available at each decision point.

Design

Ideation Sketches:

Combining the information structure summarized in the application map and specific task flows, I started creating design ideas to:

  • Form a customized user profile
  • Collect demographics and medical history information from user
  • Provide user with an step-by-step input form with a progress bar
  • Create an interactive "Add a Device" feature
  • Integrate illustrations and instructions to device pairing process
  • Make the device list or add feature available on homepage
  • Ensure a summary of vitals are available to user on homepage
  • Create an information hierarchy that provides user with 3 levels of information detail
  • Present detailed information about each vital using numbers and summary graphs

Wireframes

Branding and UI Design

Drawing from Huxley’s brand identity, I developed a comprehensive UI kit to establish a consistent visual language across the app. The UI kit serves as both a design reference and a developer handoff tool — defining colour, typography, iconography, and component states. I revisited and refined it iteratively throughout the high-fidelity design phase to ensure full coverage of all interface elements.

Iteration and Implementation

Before moving to high-fidelity screens, I conducted usability testing on the wireframes to validate core functionality before committing to visual design. Testing at the wireframe stage allows users to evaluate interactions without the distraction of visual polish. Feedback was synthesised into an affinity map and prioritised through a decision matrix, which directly informed the iteration cycle and final design decisions.

Affinity Map

To Do:
- Move profile icon to top right
- Add a scroll bar to vitals
- Make (X) larger

Nice to Revise:
- Make vitals clickable
- Adjust vital list sizes

Revisions


+ Moved the profile icon to the top right
+ Added the Vitals title to be more recognizable
+ Added clickable arrow to make this section more like clickable feature

+ Added the scroll bar
+ Decreased the space between the sections to make it more clear the page is scrollable

+ Made the close(X) larger

Conclusion

The pilot app was successfully delivered to Huxley Medical, providing a fully functional design system and prototype ready for development handoff. The design addressed the core challenge of presenting clinical-grade health data in an accessible format for a broad user population — including seniors with varying levels of technology familiarity. This project deepened my ability to design within regulated healthcare constraints, balance clinical accuracy with usability, and navigate the complexity of working directly with medical stakeholders.

  • Designing for vulnerable populations required careful attention to research ethics — ensuring inclusive, accessible solutions for users with varying cognitive and physical abilities.
  • Close collaboration with Huxley's clinical and product stakeholders sharpened my understanding of how business objectives shape design constraints — and how to deliver solutions that serve both user needs and company goals.
  • This project reinforced the value of applying design thinking iteratively across every phase — from research through testing — to arrive at a solution that is both clinically appropriate and genuinely usable.

Final Design

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