Case StudiesDr. Marnie Goodwin Wilson
Internal Medicine

How Internist Dr. Wilson is Streamlining Post-ICU Documentation with Empathia AI

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Critical Care Recovery Program

Richmond , BC, Canada

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Doctor

Dr. Marnie Goodwin Wilson

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Specialty

Internal Medicine

10H
Hours Saved Per Week
80%
Reduction in After-Hours Charting
90%
Notes Completed In-Clinic
Excellent
Patient Flow/Communication

Location

Richmond , BC, Canada

Workflow Types

group practicehospital
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With Empathia AI, I finally have a structured, dependable documentation system. Automatically pulling past records and creating advanced templates has simplified complex patient management and allowed me to keep pace as our program expands.

The challenge

Before Empathia

  1. Lack of Structured Templates: As a growing clinic, Dr. Goodwin Wilson currently does not use a structured template, leading to potential inconsistency in notes for patients with highly complex post-ICU medical histories.
  2. Inefficient Context Gathering: Managing patient information (including files and past records) for follow-up visits requires manual effort to ensure the AI has the full context needed for accurate note generation.
  3. Fragmented Documentation Method: The reliance on a mix of dictation and typing across different clinic locations prevents the establishment of a single, consistent, and highly efficient workflow.
Dr. Marnie Goodwin Wilson How Internist Dr. Wilson is Streamlining Post-ICU Documentation with Empathia AI
Dr. Marnie Goodwin Wilson
How Internist Dr. Wilson is Streamlining Post-ICU Documentation with Empathia AI

Dr. Marnie Goodwin Wilson is an Internal Medicine specialist primarily focused on the Critical Care Recovery Program, a clinic that deals with patients who have complex medical histories following critical illness. Her current documentation workflow is fragmented, using a combination of dictation and typing depending on the clinic location. As her post-ICU clinic is growing, she recognizes the immediate need to develop a structured template to ensure consistency and efficiency. She was introduced to Empathia by a colleague (Dr. Bella Wu) and sought a powerful AI tool to streamline her practice and efficiently manage complex patient information.

How Empathia AI Fits Into Their Workflow

The Discovery

Dr. Goodwin Wilson was seeking a system to simplify her approach, especially for complex patients. After hearing good thing about Empathia from her colleague at VCH, She signed up for the BC Scribe Trial, using a referral code, committing to experimenting with the technology to build a structured documentation system.

Implementation & Workflow Adaptation

Dr. Goodwin Wilson's plan focuses on using Empathia to standardize her note structure and utilize its features to manage complex patient data.

Standardizing with Templates

She used the Empathia template system to develop her first structured template for the post-ICU clinic. She learned that brackets [contain content instructions], parentheses (specify format), and examples stabilize the AI's output, allowing her to build a system that is complex enough for her specialty but easy to use.

Data and File Management

She can now upload files (including various formats and photos taken with her phone's mobile app) and past medical records to provide the AI with context for note generation, addressing the complexity of her patient histories.

SOAP Note and Customization

She can generate SOAP notes and then customize them immediately using the Smart Edit feature. The system also allows her to create and save custom instructions for future notes, essentially training the AI to her specific Internal Medicine style.

Recording and Dictation Workflow

For patient visits, she can record directly on the phone or web portal. For physical exams, she can use dictation after the patient departs or rely on the visit context to ensure detailed findings are captured.

Follow-Up Efficiency

For follow-up visits, past records are automatically accessible in the system, eliminating the need for manual copying of previous notes—a significant time saver for chronic care.

The Transformation

After Empathia

Key Improvements

Empathia AI provides Dr. Goodwin Wilson with the tools needed to build a consistent, structured documentation system for her growing Critical Care Recovery Program. The ability to upload various files and automatically include past records streamlines the management of complex patient data. By focusing on template creation and learning the advanced features (brackets/parentheses/examples), she is positioned to move past a fragmented dictation/typing approach to a single, efficient, AI-powered workflow that will maintain high note quality as her clinic volume increases.

Metric

Before Empathia AI

After Empathia AI

Note Structure

No structured template in use

Developing - Using Empathia to build the first clinic template

Context for Follow-ups

Required manual copying of past notes

Automated - Past notes automatically included from prior visits

File/Data Upload

Inefficient handling of files/photos

Streamlined - Mobile app photo upload and file processing confirmed

Physical Exam Capture

Dependent on current location method

Standardized - Using templates and post-visit dictation options

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Key Features Used

Smart Summary

Summarize and combine multiple reports (e.g., genetics reports, lab results, referral letters) into one unified summary

Templates

Customizable templates for common visit types

Smart Edit

AI-powered editing that understands medical context

Results at a Glance

10H
Weekly Time Saved
High
Documentation Quality
95%
Billing Accuracy
20
Patient Visits Daily
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