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Elena Ramírez

64 years old · Type 2 · 12y diagnosis · MRN 199594

Scan adherence (28d)

86%

1-day streak

Offloading insole wear (14d)

83%

12/14 days

Last symptom report

Burning

Today

Most recent scan

Plantar pressure map

Right foot · Just now
287 kPa
Low
HighkPa

Peak pressure

>240 kPa is hotspot threshold

287kPa

Pressure-time integral

Sustained load over gait cycle

141kPa·s

Forefoot / rearfoot ratio

Normal 0.8–1.2

1.7

Contact area

Hotspot: 2nd metatarsal head (R)

92cm²

Pressure history

Last 6 visits
198Apr 14
214Apr 28
236May 12
251May 26
268Jun 09
287Jun 23

Scan adherence · 28 days

86% · 24/28 days

1-day streak

Patient-reported symptoms

Auto-imported
  • BurningToday
  • TinglingYesterday
  • All good3 days ago

Hospital integration

Live · FHIR R4

Scan data flows automatically to Epic chart, podiatry referral queue, and FHIR export.

Epic chart

Synced 2s ago

Referral queue

Dr. Mensah notified

FHIR export

Observation · 201 Created

Open integrations panel →

What-if simulator

Projected offload outcome

Live · model-driven

Drag to simulate a custom insole reducing pressure at 2nd metatarsal head (r). The heatmap and AI risk recompute against the Takata-trained model.

287 kPa
Hotspot offload0%
Nonev1 insole (~30%)Deep relief (60%)

Ulcer risk

72

0 vs now

Peak kPa

287

0 vs now

% flatfoot

85

+35 vs now

Projected outcome: risk 7272 if 0% offload is achieved. Approving the insole below sends this plan to the print queue.

Progression simulator · "do nothing" scenario

What happens if Elena isn't treated

14-week projection

Modeled from baseline pressure (287 kPa at 2nd metatarsal head (R)), published diabetic-foot ulcer onset curves, and the Takata pressure dataset. Hover the chart to walk week by week.

Untreated risk in 14 wks

98/100

Crosses ulcer threshold ~ week 2

With SoleGuard insole

23/100

Custom relief pocket + 80% wear adherence

Δ risk avoided

−75 pts

Approving insole below locks this trajectory in

Clinical milestones if untreated

  1. Week 2 · Callus thickens

    risk ≥ 60

    Repetitive shear at hotspot — keratin builds up, hiding deeper damage.

  2. Week 5 · Sub-keratotic hemorrhage

    risk ≥ 72

    Bleed under callus — classic pre-ulcer sign in neuropathic feet.

  3. Week 8 · Grade 1 ulcer breaks skin

    risk ≥ 84

    Full-thickness skin loss at the metatarsal head. Pain often absent due to neuropathy.

  4. Week 11 · Deep / infected ulcer

    risk ≥ 92

    Tendon or bone exposure risk. ~20% of these progress to osteomyelitis.

  5. Week 14 · Amputation decision window

    risk ≥ 97

    ~50% of diabetic foot ulcers infect within a month; lower-limb amputation rate climbs sharply past this point.

Intervention window: The next ~5 weeks are the highest-leverage period — offloading before sub-keratotic hemorrhage prevents 85%+ of progressions to Grade 1 ulcer in published cohorts.

AI ulcer-risk prediction

72
of 100
Elevated
Roadmap note: SoleGuard's risk model is investigational. Clinical validation (n=1,200 prospective) is in progress; current outputs are decision-support only.

Risk trajectory · 8 weeks

Biomechanics · AI classifier

Foot-type analysis

v0.3 · research
85% flat

Predicted

Flatfoot

Midfoot loading consistent with arch collapse.

Top contributing features

Contact area · Midfoot↑ flatfoot
Peak pressure · Midfoot↑ flatfoot
Peak pressure · Heel lateral↑ flatfoot
Model card · Logistic regression trained on Takata 2020 plantar-pressure dataset (n=39, 24 features). 5-fold CV ROC-AUC 0.74. Research-grade — not a diagnostic device.
Foot-type is a secondary signal — combine with ulcer-risk score above.

Auto-generated insole

Pending approval

v1 · auto
Relief pocket2nd metatarsalArchEVA contourHeel cup6mm depth

Relief

−42% load

Material

EVA 55A

Lab

OrthoPrint NJ

Care actions

Refer & alert