Vantage Orian 1.5T, MRT-1550, V6.0 with AiCE Reconstruction Processing Unit for MR

K193097

Canon Medical Systems Corporation · cleared 2020-07-14 · product code LNH · Radiology

Premarket evidence — what FDA accepted

Device typehardware with ml
source quote (p.6)
“The Vantage Orian (Model MRT-1550) is a 1.5 Tesla Magnetic Resonance Imaging (MRI) System. The Vantage Orian uses 1.4 m short and 3.8 tons light weight magnet. It includes the Pianissimo™ technology (scan noise reduction technology). The design of the gradient coil and the WB coil of the Vantage Orian 1.5T provides the maximum field of view of 55 x 55 x 50 cm. The Model MRT-1550/AC, AD, AG, AH includes the standard gradient system and Model MRT-1550/AK, AL, AO, AP includes the XGO gradient system. AICE is an optional noise reduction algorithm that improves image quality and reduces thermal noise by employing Deep Convolutional Neural Network methods.”
AlgorithmDeep Convolutional Neural Network (DCNN) for noise reduction
source quote (p.6)
“AICE is an optional noise reduction algorithm that improves image quality and reduces thermal noise by employing Deep Convolutional Neural Network methods. AiCE is designed to remove Gaussian distributed noise in MR images for reducing contributions of thermal noise.”
Adaptive (vs locked)No
source quote (p.6)
“In order to train a DCNN that can learn a model that represents thermal noise, the training datasets are created by adding Gaussian noise of different amplitudes to high-SNR images acquired with large number of averages.”
PCCPNo
Cybersecurity addressedNo

Validation studies (3)

Bench

sample size not stated

endpoints: image low contrast detectability was maintained or improved

Reader study (MRMC)

n=160 images

endpoints: statistical preference of AiCE when compared to other performance filters

Standalone

sample size not stated

endpoints: increase in SNR; maintained contrast

Reported performance (0 observations)

FDA source did not state a quantitative performance metric — non-reporting is itself the signal.

Each value carries its own analysis unit and task — never compare or pool across devices. Source: 510(k) summary PDF.

Predicate network

Postmarket — what happened after clearance

100
recalls in product code, 24mo
510
MAUDE reports in code, 12mo
+5%
vs code's own 3-yr baseline
6
drift signals on this device
  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K253625 (decision 2026-03-27) from Canon Medical Systems Corporation for a matching device line ("Vantage Fortian/Orian 1.5T, MRT-1550, V10.0 with AiCE Reconstruction Processing Unit for MR") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K253625

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K250901 (decision 2025-07-22) from Canon Medical Systems Corporation for a matching device line ("Vantage Fortian/Orian 1.5T, MRT-1550, V10.0 with AiCE Reconstruction Processing Unit for MR") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K250901

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K240238 (decision 2024-04-12) from Canon Medical Systems Corporation for a matching device line ("Vantage Fortian/Orian 1.5T, MRT-1550, V9.0 with AiCE Reconstruction Processing Unit for MR") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K240238

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K202767 (decision 2021-01-15) from Canon Medical Systems Corporation for a matching device line ("Vantage Orian 1.5T, MRT-1550, V6.0") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K202767

  • recall_reason_pattern

    Software/algorithm-related recall in product code LNH (Philips North America, initiated 2026-04-14): "The potential for stiffness value errors when a specific range of image reconstruction parameters is used in combination with Resoundant's algorithm, leading to the reconstruction " Recalling firm is another firm in the same product code.

    first seen 2026-07-08 · recall res_event_number:98779

  • recall_reason_pattern

    Software/algorithm-related recall in product code LNH (Philips North America, initiated 2025-12-03): "The potential for stiffness value errors when viewing exported MR Elastography (MRE) stiffness maps to viewer Picture Archiving and Communication System (PACS)." Recalling firm is another firm in the same product code.

    first seen 2026-07-08 · recall res_event_number:98111

Recalls attributed to this device

  • Recalling firm matches this device's applicant (GE Medical Systems, LLC) — same firm and product code, not necessarily this device · initiated 2025-06-20

    GE HealthCare has become aware that for certain MR systems (SIGNA Artist, SIGNA Voyager, Discovery MR450 1.5T, Optima MR450w 1.5T, SIGNA Architect, SIGNA Premier, SIGNA UHP, Discovery MR750 3.0T, Discovery MR750w 3.0T, SIGNA Hero, SIGNA PET/MR, SIGNA Artist Evo, SIGNA Voyager AIR (China Only), SIGNA Architect AIR (China Only), SIGNA Premier XT (China Only), SIGNA Premier Elite (China Only), SIGNA Premier MAX (China Only), SIGNA Hero XT (China Only), SIGNA Hero Elite (China Only), SIGNA Hero MAX (China Only), SIGNA PET/MR AIR (China Only), SIGNA PET/MR AIR Plus (China Only), the planned maintenance steps to check the functionality of the caster locks on the MR patient table may not have been performed.

    recall event 97187 (openFDA)

  • Recalling firm matches this device's applicant (GE Medical Systems, LLC) — same firm and product code, not necessarily this device · initiated 2025-06-20

    GE HealthCare has become aware that for certain MR systems (SIGNA Artist, SIGNA Voyager, Discovery MR450 1.5T, Optima MR450w 1.5T, SIGNA Architect, SIGNA Premier, SIGNA UHP, Discovery MR750 3.0T, Discovery MR750w 3.0T, SIGNA Hero, SIGNA PET/MR, SIGNA Artist Evo, SIGNA Voyager AIR (China Only), SIGNA Architect AIR (China Only), SIGNA Premier XT (China Only), SIGNA Premier Elite (China Only), SIGNA Premier MAX (China Only), SIGNA Hero XT (China Only), SIGNA Hero Elite (China Only), SIGNA Hero MAX (China Only), SIGNA PET/MR AIR (China Only), SIGNA PET/MR AIR Plus (China Only), the planned maintenance steps to check the functionality of the caster locks on the MR patient table may not have been performed.

    recall event 97187 (openFDA)

  • Recalling firm matches this device's applicant (GE Medical Systems, LLC) — same firm and product code, not necessarily this device · initiated 2025-06-20

    GE HealthCare has become aware that for certain MR systems (SIGNA Artist, SIGNA Voyager, Discovery MR450 1.5T, Optima MR450w 1.5T, SIGNA Architect, SIGNA Premier, SIGNA UHP, Discovery MR750 3.0T, Discovery MR750w 3.0T, SIGNA Hero, SIGNA PET/MR, SIGNA Artist Evo, SIGNA Voyager AIR (China Only), SIGNA Architect AIR (China Only), SIGNA Premier XT (China Only), SIGNA Premier Elite (China Only), SIGNA Premier MAX (China Only), SIGNA Hero XT (China Only), SIGNA Hero Elite (China Only), SIGNA Hero MAX (China Only), SIGNA PET/MR AIR (China Only), SIGNA PET/MR AIR Plus (China Only), the planned maintenance steps to check the functionality of the caster locks on the MR patient table may not have been performed.

    recall event 97187 (openFDA)

  • Recalling firm matches this device's applicant (GE Medical Systems, LLC) — same firm and product code, not necessarily this device · initiated 2025-06-20

    GE HealthCare has become aware that for certain MR systems (SIGNA Artist, SIGNA Voyager, Discovery MR450 1.5T, Optima MR450w 1.5T, SIGNA Architect, SIGNA Premier, SIGNA UHP, Discovery MR750 3.0T, Discovery MR750w 3.0T, SIGNA Hero, SIGNA PET/MR, SIGNA Artist Evo, SIGNA Voyager AIR (China Only), SIGNA Architect AIR (China Only), SIGNA Premier XT (China Only), SIGNA Premier Elite (China Only), SIGNA Premier MAX (China Only), SIGNA Hero XT (China Only), SIGNA Hero Elite (China Only), SIGNA Hero MAX (China Only), SIGNA PET/MR AIR (China Only), SIGNA PET/MR AIR Plus (China Only), the planned maintenance steps to check the functionality of the caster locks on the MR patient table may not have been performed.

    recall event 97187 (openFDA)

Recall and MAUDE counts are product-code-level (reports aren't reliably attributable to one device); a recall is shown as device-attributed only when the recall record itself lists this clearance number. Signals are descriptive observables with sources — never a judgment that the device is unsafe or drifting. Snapshot 2026-07-08.

Reimbursement — how devices like this got paid

Not yet tracked — no payment pathway indexed for this clearance (the reimbursement corpus is a growing seed set).

Applicable FDA guidance — what the submission is measured against

FDA guidance documents and guiding principles applicable to 510(k) AI/ML devices in the Radiology panel. A curated reference index, not legal or regulatory advice — each item states its own status, and a draft is never binding.

Applicability is derived from the device's FDA advisory panel and pathway — cross-cutting guidances apply to every AI/ML device; panel-specific ones are flagged. Titles, dates, and links verified against fda.gov as of July 2026.

Constat Precedent · public FDA/CMS data · descriptive decision-support, not regulatory or reimbursement advice. Share this page: constat.dev/precedent/device/K193097