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Canon Medical AI vs Subtle Medical

Subtle Medical says its software is vendor-neutral and runs on over 1,300 scanners. SubtleHD covers MR, PET and CT, with 510(k) decisions for SubtleHD-PET and SubtleHD-CT a day apart in May 2026. Subtle claims up to 80% faster MRI sequences and up to 75% faster PET scans, and AiMIFY, developed with Bracco, targets lower-dose gadolinium brain MRI.

Canon builds AiCE into Vantage and Aquilion scanners, and its FDA decisions, including one from March 2026, are for those systems. The up to 82.4% dose-reduction figure comes from a phantom study. Replacing CT and MR units puts Canon on the list. Faster acquisition on equipment a PET or MR site already runs is the use Subtle targets.

Canon comes second for that site, if Subtle's vendor-neutral claim holds for its scanners. Subtle is the harder sell to a site that must confirm a scanner model and PACS match first, since the company's claim comes without scanner or PACS names.

Radiology · Reviewed November 1, 2026

Canon Medical AI logo

Canon Medical AI

by Canon Medical Systems

Canon's AI imaging portfolio under the Altivity umbrella, led by AiCE deep-learning reconstruction cleared as part of CT and MR scanners.

Subtle Medical logo

Subtle Medical

by Subtle Medical

Vendor-neutral deep-learning software that improves MR, PET and CT image quality on faster or lower-dose protocols.

When to pick each one

Canon Medical AI

  • AiCE reconstruction built into Vantage MR and Aquilion CT
  • Up to 82.4% dose reduction, Canon's phantom-study figure
Read the full Canon Medical AI review

Subtle Medical

  • Eleven FDA 510(k) decisions across MR, PET and CT
  • Vendor-neutral software on 1,300 scanners, per the company
Read the full Subtle Medical review

Score

Each row shows points earned of points available under the published rubric.

Canon Medical AI

35of 100

Competitive

Subtle Medical

37of 100

Competitive
Score by dimension for Canon Medical AI and Subtle Medical
DimensionCanon Medical AISubtle MedicalDifference
FDA clearance18 / 1818 / 180
HIPAA / SOC2 / BAA0 / 100 / 100
EHR integrations (count)0 / 4.20 / 4.20
Top-3 EHR coverage (Epic / Oracle / Athena)0 / 2.40 / 2.40
Peer-reviewed papers0 / 18.27.3 / 18.2-7.3
RCT / meta-analysis / systematic review0 / 7.80 / 7.80
Funding & adoption signal8.4 / 123 / 12+5.4
Pricing transparency2.5 / 52.5 / 50
Years in market0 / 60 / 60

Scroll horizontally to see every column.

How scores are computed

Pricing

Canon Medical AI

TierMonthlyAnnualNotes
Enterprise and OEMn/an/aNo public price. Sold with scanners.

Subtle Medical

TierMonthlyAnnualNotes
Enterprisen/an/aNo public price. Billing period, trial and refund not stated.

Evidence

Canon Medical AI

FDA decisions

Show 10 more

Subtle Medical

FDA decisions

Show 6 more

Peer-reviewed

1 PubMed record names Subtle Medical.

Compliance and integrations

Documented from each vendor’s own pages.

SpecCanon Medical AISubtle Medical
Free tierNo / unverifiedNo / unverified
HIPAANo / unverifiedNo / unverified
SOC 2 Type IINo / unverifiedNo / unverified
EHR integrationsNot specifiedNot specified
Foundedn/an/a
HQJPn/a

Scroll horizontally to see both columns.

Common questions

Open the full radiology comparison

Acute-care triage, mammography screening, CCTA plaque analysis, mobile MRI. 30+ FDA-cleared platforms across stroke, oncology, cardiac. Enterprise sales only — we compared what's deployed where.