Proving Treatment Efficacy with Visual Before/After Comparisons

An automated comparison engine that generates visual pre/post treatment reports — doubling insurance reauthorization approval rates from 45% to 90% and increasing physician referrals by 3X.

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About the Project

A treatment comparison platform that automatically generates visual before/after reports — combining 3D scan overlays, DICOM airway volume comparisons, sleep metric trends, and annotated imaging — for insurance reauthorization and referral physician documentation.

The platform transforms plain-text clinical data into compelling visual evidence that insurance companies approve and referring physicians trust, improving reauthorization rates, referral volume, and patient treatment buy-in.

Industry
Healthcare & Dental Sleep Medicine
Business Type
Sleep dentistry practices requiring insurance reauthorization
Core Offering
Automated visual treatment comparison reports for insurance and referral documentation
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The Problem: Denied Reauthorizations Due to Weak Documentation

Insurance companies increasingly demand proof of efficacy for oral appliance therapy reauthorization. Practices struggled to compile and present pre/post treatment data in a compelling format, and half their reauthorization requests were being denied because they submitted plain text reports.

A practice was losing half their reauthorization requests — and with them, months of continued treatment revenue — simply because their submitted documentation didn't visually demonstrate the improvements their patients were experiencing.

The vision was to build an automated comparison engine that could pull together 3D scans, DICOM imaging, and sleep study metrics into a single visual report that made treatment efficacy undeniable to insurance reviewers and referral physicians.

From denied reauthorizations
to 90% approval rates with
visual treatment evidence

Prove Your Treatment Results

Our Solution

3D Scan & DICOM Comparison
  • Side-by-side 3D scan comparison showing STL pre vs. post treatment changes
  • DICOM airway volume comparison with before vs. after treatment overlays
  • Visual timeline of treatment progress across multiple milestones
Sleep Metrics Dashboard
  • Sleep metrics comparison: AHI, RDI, O2 saturation — pre/post treatment
  • Trend graphs showing improvement trajectory over treatment duration
  • Automated significance scoring for key clinical indicators
Auto-Generated Comparison Reports
  • Auto-generated comparison reports formatted for insurance submissions
  • Exportable PDF reports with annotated images and clinical narratives
  • Template library for different insurance carrier requirements
Referral Physician Communication
  • Shareable visual reports for referring sleep physicians
  • Professional outcome documentation that drives referral confidence
  • Branded report templates with practice logo and credentials

Challenges: Weak Documentation Killing Reauthorizations and Referrals

Plain Text Reports Get Denied

Insurance companies denied 55% of reauthorization requests because practices submitted plain text clinical notes instead of visual evidence demonstrating treatment efficacy.

Manual Report Compilation Was Exhausting

Staff spent hours pulling data from multiple systems — scans, imaging, sleep studies — to manually create comparison documents for each reauthorization request.

Referring Physicians Lacked Confidence

Without professional outcome documentation, referring sleep physicians had no evidence of treatment success, limiting their willingness to send additional patients.

Patients Questioned Continued Treatment

Without visual evidence of their own improvement, patients were reluctant to continue treatment or invest in appliance replacements, reducing long-term retention.

Why This Platform Makes Treatment Efficacy Undeniable

We built an automated comparison engine that combines 3D scans, DICOM imaging, and sleep metrics into compelling visual reports — designed specifically to satisfy insurance reviewers, impress referral physicians, and convince patients.

Combine 3D scan overlays, DICOM airway expansion visuals, and sleep metric trend graphs into one comprehensive treatment report.

The Impact: Visual Evidence Transforms Outcomes Across the Board

90%
Reauthorization Rate
Up from 45%
3X
Physician Referrals
Increase in Referral Volume
60%
Patient Buy-In
Improvement in Continued Treatment
82%
Case Close Rate
Up from 50%

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