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
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
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
Subtle Medical
- Eleven FDA 510(k) decisions across MR, PET and CT
- Vendor-neutral software on 1,300 scanners, per the company
Score
Each row shows points earned of points available under the published rubric.
Canon Medical AI
35of 100
Subtle Medical
37of 100
| Dimension | Canon Medical AI | Subtle Medical | Difference |
|---|---|---|---|
| FDA clearance | 18 / 18 | 18 / 18 | 0 |
| HIPAA / SOC2 / BAA | 0 / 10 | 0 / 10 | 0 |
| EHR integrations (count) | 0 / 4.2 | 0 / 4.2 | 0 |
| Top-3 EHR coverage (Epic / Oracle / Athena) | 0 / 2.4 | 0 / 2.4 | 0 |
| Peer-reviewed papers | 0 / 18.2 | 7.3 / 18.2 | -7.3 |
| RCT / meta-analysis / systematic review | 0 / 7.8 | 0 / 7.8 | 0 |
| Funding & adoption signal | 8.4 / 12 | 3 / 12 | +5.4 |
| Pricing transparency | 2.5 / 5 | 2.5 / 5 | 0 |
| Years in market | 0 / 6 | 0 / 6 | 0 |
Scroll horizontally to see every column.
Pricing
Canon Medical AI
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise and OEM | n/a | n/a | No public price. Sold with scanners. |
Subtle Medical
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. Billing period, trial and refund not stated. |
Evidence
Canon Medical AI
FDA decisions
K253625 (opens in new tab)510(k)2026-03-27
Vantage Fortian/Orian 1.5T V10.0 with AiCE
K250901 (opens in new tab)510(k)2025-07-22
Vantage Fortian/Orian 1.5T V10.0 with AiCE
K243335 (opens in new tab)510(k)2025-01-07
Vantage Galan 3T V10.0 with AiCE
K241496 (opens in new tab)510(k)2024-08-20
Vantage Galan 3T V10.0 with AiCE
K240238 (opens in new tab)510(k)2024-04-12
Vantage Fortian/Orian 1.5T V9.0 with AiCE
Show 10 more
K230355 (opens in new tab)510(k)2023-08-30
Vantage Galan 3T V9.0 with AiCE
K223726 (opens in new tab)510(k)2023-03-07
Aquilion Precision V10.14 with AiCE
K222819 (opens in new tab)510(k)2023-03-03
Aquilion Serve V1.2 with AiCE-i
K222968 (opens in new tab)510(k)2022-10-25
Vantage Fortian/Orian 1.5T V8.0 with AiCE
K220986 (opens in new tab)510(k)2022-09-12
Aquilion Precision V10.10 with AiCE
K222387 (opens in new tab)510(k)2022-08-31
Vantage Galan 3T V8.0 with AiCE
K220192 (opens in new tab)510(k)2022-04-08
Vantage Galan 3T V8.0 with AiCE
K220335 (opens in new tab)510(k)2022-04-05
Vantage Fortian/Orian 1.5T V8.0 with AiCE
K213305 (opens in new tab)510(k)2021-12-01
Vantage Fortian 1.5T V8.0 with AiCE
K212056 (opens in new tab)510(k)2021-08-04
Vantage Galan 3T V7.0 with AiCE
Subtle Medical
FDA decisions
K254120 (opens in new tab)510(k)2026-05-15
SubtleHD-CT 1.x
K254013 (opens in new tab)510(k)2026-05-14
SubtleHD-PET 1.x
K243250 (opens in new tab)510(k)2025-02-12
SubtleHD 1.x
K240290 (opens in new tab)510(k)2024-08-21
AiMIFY 1.x
K241329 (opens in new tab)510(k)2024-07-11
SubtleSYNTH 1.x
Show 6 more
K233699 (opens in new tab)510(k)2024-04-29
SubtleREFORMAT 1.x
K223623 (opens in new tab)510(k)2023-05-11
SubtleMR 2.3.x
K211964 (opens in new tab)510(k)2021-09-28
SubtlePET
K203182 (opens in new tab)510(k)2021-02-26
SubtleMR
K191688 (opens in new tab)510(k)2019-09-16
SubtleMR
K182336 (opens in new tab)510(k)2018-11-30
SubtlePET
Peer-reviewed
1 PubMed record names Subtle Medical.
Compliance and integrations
Documented from each vendor’s own pages.
| Spec | Canon Medical AI | Subtle Medical |
|---|---|---|
| Free tier | ||
| HIPAA | ||
| SOC 2 Type II | ||
| EHR integrations | Not specified | Not specified |
| Founded | n/a | n/a |
| HQ | JP | n/a |
Scroll horizontally to see both columns.
Common questions
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