AI-Rad Companion (Pulmonary)

K183271

Siemens Medical Solutions USA, Inc. · cleared 2019-07-26 · product code JAK · Radiology

Premarket evidence — what FDA accepted

Device typesamd

source quote (p.5)

“AI-Rad Companion (Pulmonary) is a software only image processing application that supports quantitative and qualitative analysis of previously acquired CT DICOM Images to support radiologists and physicians from emergency medicine, specialty care, urgent care, and general practice in the evaluation and assessment of disease of the thorax.”

Algorithmdeep learning-based algorithm

source quote (p.5)

“Segmentation of lung lobes based on deep learning algorithm (modified)”

Adaptive (vs locked)FDA source did not state this

PCCPFDA source did not state this

Cybersecurity addressedYes

source quote (p.8)

“Siemens conforms to the cybersecurity requirements by implementing a process of preventing unauthorized access, modifications, misuse or denial of use, or the unauthorized use of information that is stored, accessed or transferred from a medical device to an external recipient. Provided in this submission is a cybersecurity statement that considers IEC 80001-1:2010.”

Validation studies (2)

Retrospective clinical

n=4,500 cases

endpoints: DICE coefficients; Surface metrics; Volume error

Bench

sample size not stated

endpoints: performance and functionality of the new features and software updates; testable requirements in the Engineering Requirements Specifications keys, Subsystem Requirements Specifications keys, and the Risk Management Hazard keys have been successfully verified and traced; software verification and regression testing have been performed successfully to meet their previously determined acceptance criteria as stated in the test plans.; Electrical safety and EMC testing requirements are addressed as part of the host system (CT device or PACS system) to ensure compliance with the application IEC standards.

standards: Digital Imaging and Communications in Medicine (DICOM) Set; PS 3.1 – 3.20, Medical Device Software -Software Life Cycle Processes; 62304:2006 (1st Edition), Medical devices – Application of risk management to medical devices; 14971 Second Edition 2007-03-01, Medical devices - Part 1: Application of usability engineering to medical devices IEC 62366-1:2015, IEC 80001-1:2010

Reported performance (1 observation)

diceas written: “Average DICE coefficients”stated without valueCI ranged between 0.95 and 0.98 with a standard deviation (SD) <= 0.07

source quote (p.9)

“The average DICE coefficients for the individual lung lobes ranged between 0.95 and 0.98 with a standard deviation (SD) <= 0.07.”

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

recalls in product code, 24mo

192

MAUDE reports in code, 12mo

-22%

vs code's own 3-yr baseline

drift signals on this device

recall_reason_pattern
Software/algorithm-related recall in product code JAK (Siemens Medical Solutions USA, Inc, initiated 2025-12-19): "To remove the software applications from certain CT systems as the applications have not received FDA 510(k) clearance." Recalling firm matches this device's applicant.
first seen 2026-07-08 · recall res_event_number:98206
re_clearance
The FDA AI/ML device list shows a newer 510(k) K213096 (decision 2021-12-06) from Siemens Medical Solutions USA, Inc. for a matching device line ("Al-Rad Companion (Pulmonary)") — a new clearance for the same line is a change event.
first seen 2026-07-08 · k_number:K213096
recall_reason_pattern
Software/algorithm-related recall in product code JAK (GE Medical Systems, LLC, initiated 2026-03-26): "GE HealthCare has become aware of a potential security vulnerability impacting AW Server deployed via Edison Health Link (EHL) based CT Smart Subscription used in conjunction with " Recalling firm is another firm in the same product code.
first seen 2026-07-08 · recall res_event_number:98738
recall_reason_pattern
Software/algorithm-related recall in product code JAK (PHILIPS MEDICAL SYSTEMS, initiated 2026-03-07): "Philips has identified three software issues: 1. During a continuous CT (CCT) scan, there is the potential that the Gantry could remain at the current scan position after pressing" Recalling firm is another firm in the same product code.
first seen 2026-07-08 · recall res_event_number:98588
recall_reason_pattern
Software/algorithm-related recall in product code JAK (PHILIPS MEDICAL SYSTEMS, initiated 2025-09-25): "Issue 1: The potential for unintentional continued gantry/couch movement when a specific button series is used requiring use of manual stop. Issue 2. When performing a helical/Axia" Recalling firm is another firm in the same product code.
first seen 2026-07-08 · recall res_event_number:97699
recall_reason_pattern
Software/algorithm-related recall in product code JAK (Philips North America Llc, initiated 2025-05-29): "Devices with affected software may experience two unintended motion issues that may lead to contact between the Gantry or table with the operator or patient, along with additional " Recalling firm is another firm in the same product code.
first seen 2026-07-08 · recall res_event_number:97010
…and 4 more.

Recall and MAUDE counts are product-code-level (reports aren't reliably attributable to one device). 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).