BriefCase, RIB Fractures Triage (RibFx)

K202992

Aidoc Medical, Ltd. · cleared 2021-04-14 · product code QFM · Radiology

Premarket evidence — what FDA accepted

Device typesamd
source quote (p.4)
BriefCase is a radiological computer-assisted triage and notification software device. The software system is based on an algorithm programmed component and is comprised of a standard off-the-shelf operating system, the Microsoft Windows server 2012 64bit, and additional applications, which include PostgreSQL, DICOM module and the BriefCase Image Processing Application.
Algorithmartificial intelligence deep-learning algorithm
source quote (p.5)
Both devices are artificial intelligence deep-learning algorithms incorporated software packages for use with DICOM 3.0 compliant CT scanners, PACS, and radiology workstations.
Adaptive (vs locked)No
PCCPNo
Cybersecurity addressedYes
source quote (p.4)
DICOM images are received, saved, filtered and de-identified before processing.

Validation studies (1)

Retrospective clinical

n=279 cases · 3 site(s)

endpoints: software's performance in identifying three or more acute rib fractures; potential clinical benefit of worklist prioritization for true positive RibFx cases by comparing time-to-exam-open to time-to-notification

Reported performance (7 observations)

sensitivity0.967CI 95% CI: 90.6%, 99.4%
source quote (p.8)
Sensitivity was 96.7% (95% CI: 90.6%, 99.4%)
specificity0.904CI 95% CI: 85.2%, 94.3%
source quote (p.8)
specificity was 90.4% (95% CI: 85.2%, 94.3%).
aurocas written: “auc0.976CI 95% CI: 0.960, 0.991
source quote (p.8)
AUC was 0.976 (95% CI: 0.960, 0.991).
npvas written: “NPV0.996CI 95% CI: 99.2%-100.0%
source quote (p.9)
NPV was 99.6% (95% CI: 99.2%-100.0%)
ppvas written: “PPV0.529CI 95% CI: 39.1%-62.1%
source quote (p.9)
PPV was 52.9% (95% CI: 39.1%-62.1%).
time_to_resultas written: “Time-to-exam-open in the standard of care (Mean estimate)89.4CI 95% CI: 56.0-122.7
source quote (p.8)
The standard of care time-to-exam-open (89.4 minutes: 95% CI: 56.0-122.7; Median 66.0, IQR 50.7)
time_to_resultas written: “Time-to-notification of BriefCase RibFx (Mean estimate)4.2CI 95% CI: 3.9-4.5
source quote (p.8)
the parallel time-to-notification of the BriefCase device (4.2 minutes, 95% CI: 3.9-4.5; Median 4.2, IQR 1.8)

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

0
recalls in product code, 24mo
0
MAUDE reports in code, 12mo
vs code's own 3-yr baseline
19
drift signals on this device
  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K251195 (decision 2026-01-27) from Aidoc Medical , Ltd. for a matching device line ("BriefCase-Triage") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K251195

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K253265 (decision 2025-11-06) from Aidoc Medical , Ltd. for a matching device line ("BriefCase-Triage") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K253265

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K251406 (decision 2025-05-30) from Aidoc Medical, Ltd. for a matching device line ("BriefCase-Triage") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K251406

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K250248 (decision 2025-02-14) from Aidoc Medical, Ltd. for a matching device line ("BriefCase-Triage") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K250248

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K243548 (decision 2024-12-11) from Aidoc Medical, Ltd. for a matching device line ("BriefCase-Triage") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K243548

  • re_clearance

    The FDA AI/ML device list shows a newer 510(k) K242837 (decision 2024-10-18) from Aidoc Medical, Ltd. for a matching device line ("BriefCase-Triage") — a new clearance for the same line is a change event.

    first seen 2026-07-08 · k_number:K242837

  • …and 13 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).

RIGOR™ Precedent · public FDA/CMS data · descriptive decision-support, not regulatory or reimbursement advice. Share this page: radar.healthai.com/precedent/device/K202992