510(k) Report

510(k) · Cleared

Cleared

DeepRhythm Platform

K232161510(k) TraditionalCleared Jun 20, 2024336-day reviewClass II21 CFR 870.2340

Data to Oct 25, 2026 (FDA decisions) Oct 12, 2026 (recalls) Sep 30, 2026 (MAUDE) refreshed weekly, last Nov 3, 2026

Medicalgorithmics S.A. · DPS Electrocardiograph

Cleared on Jun 20, 2024 as substantially equivalent to K212112 (Cardiologs Technologies, 2021) after a 336-day review. Its family tree reaches back 6 generations to 2000.

Decided
Jun 20, 2024
Review
336 days
Class
Class II
Product code
DPS
Recalls
None
Predicates
1

Its longest line of descent runs back 6 generations to K003621 (2000). No later device cites it as a predicate yet.

  1. Root · 6 generations backK003621 ST/AR ST and Arrhythmia Software, Model Release D.0Agilent Technologies, Inc. · 2000
  2. 5 generations backK013717 Brentwood Real Time ST and Arrhythmia Analysis Software LibraryBrentwood Medical Technology Corp. · 2002
  3. 4 generations backK043380 Monebo Automatic Arrhythmia Detection Software Library, Version 1Monebo Technologies, Inc. · 2005
  4. 3 generations backK062282 Monebo Automated Ecg Analysis and Interpretation Software Library…Monebo Technologies, Inc. · 2007
  5. 2 generations backK170568 CardioLogs ECG Analysis PlatformCardiologs Technologies · 2017
  6. 1 generation backK212112 Cardiologs Holter PlatformCardiologs Technologies · 2021
  7. This deviceK232161 DeepRhythm PlatformMedicalgorithmics S.A. · 2024
View FIG. 1 as a table

Line of descent and top descendants

GenerationNumberDeviceApplicantDecidedRecalls
−6K003621ST/AR ST and Arrhythmia Software, Model Release D.0Agilent Technologies, Inc.2000—
−5K013717Brentwood Real Time ST and Arrhythmia Analysis Software LibraryBrentwood Medical Technology Corp.2002—
−4K043380Monebo Automatic Arrhythmia Detection Software Library, Version 1Monebo Technologies, Inc.2005—
−3K062282Monebo Automated Ecg Analysis and Interpretation Software Library, Version 3.0Monebo Technologies, Inc.2007—
−2K170568CardioLogs ECG Analysis PlatformCardiologs Technologies2017—
−1K212112Cardiologs Holter PlatformCardiologs Technologies2021—
0 (this device)K232161DeepRhythm PlatformMedicalgorithmics S.A.2024—
FIG. 1 — Lineage of K232161, 2000–2024Source: FDA 510(k) summaries, read by 510(k) Report · How lineage is built

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Notable FDA decisions, review times and new Class I recalls. See an issue.

Sources: FDA 510(k) database (decision fields), the FDA summary (predicates and indications), FDA recall and enforcement reports, and MAUDE; processed by 510(k) Report. Verify on FDA.gov · Methodology and accuracy.

Planning a device in DPS? A 510(k) Report weighs predicate choices, recall history and review times for a new device like this one.

Top candidate predicates for a new DPS device

  1. #1 K212112 Cardiologs Holter Platformscore 18.6 · 5 generations · no Class I recall
  2. #2 Held for the reportin the report
  3. #3 Held for the reportin the report
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What was it cleared against? (1)

Devices the submitter claimed this one is substantially equivalent to (*), and reference devices cited for a specific test or feature (†), as written in the FDA summary.

TypeNumberDeviceApplicantDecidedRecalls
*K212112Cardiologs Holter Platform
Summary page 4
…Regulatory Class Class II Product Codes: DPS, DQK 3 Predicate device The selected predicate device is: - Cardiologs Holter Platform (K212112) 4 Device description The DeepRhythm Platform system is a cloud-based software with microservice architecture and browser-ba…
Cardiologs Technologies2021—

Also cleared against K212112: 4 other devices →

What descends from it?

No later submission names this one as a predicate yet.

Has anything in its family been recalled? (0 Class I)

No FDA recall names this device.

No ancestor or descendant has a Class I recall.

What does this lineage say?

  • The line of descent spans 24 years and passes through 5 companies; a new generation was cleared every 3.2 years on median.
  • None of the 6 ancestors has a recall.
  • 4 other devices also cite its predicate K212112.

How does its category compare?

All DPS devices

DPS Electrocardiograph: FDA decisions, review times, recalls and adverse event reports over 20 years. 2024, this device’s year, is highlighted.

FDA decisions per year · DPS

6in 2025

2007: 112008: 132009: 142010: 112011: 222012: 122013: 102014: 112015: 82016: 112017: 92018: 142019: 32020: 62021: 52022: 62023: 102024: 82025: 62026 (partial year): 6
2007high 22 (2011) · low 3 (2019)2026

2026 to Oct 25, outlined.

Median 510(k) review, days · DPS

163in 2025

2007: 87 days median2008: 31 days median2009: 84 days median2010: 104 days median2011: 154 days median2012: 117 days median2013: 134 days median2014: 253 days median2015: 178 days median2016: 229 days median2017: 177 days median2018: 221 days median2019: 178 days median2020: 224 days median2021: 135 days median2022: 244 days median2023: 236 days median2024: 260 days median2025: 163 days median2026 (partial year): 258 days median
2007high 260 (2024) · low 31 (2008)2026

Receipt to decision; years with fewer than 3 clearances left blank.

Recalls per year · DPS

3in 2025

2007: 22009: 12010: 22011: 12019: 92020: 22021: 12022: 12023: 32024: 4, 1 Class I2025: 32026 (partial year): 4
2007high 9 (2019) · low 0 (2008)2026

Class I (1 since 2007) Class II/III not classified

Adverse event reports per year · DPS

55in 2025

2007: 92008: 172009: 142010: 212011: 1212012: 562013: 152014: 152015: 302016: 122017: 152018: 192019: 272020: 592021: 242022: 592023: 542024: 642025: 55
2007high 121 (2011) · low 9 (2007)2025

MAUDE reports naming product code DPS, not matched to any one device; reports are not rates.

View these four charts as a table
YearDecisionsMedian 510(k) review, daysRecalls (Class I)MAUDE reports
2007118729
20081331017
20091484114
201011104221
2011221541121
201212117056
201310134015
201411253015
20158178030
201611229012
20179177015
201814221019
20193178927
20206224259
20215135124
20226244159
202310236354
202482604 (1)64
20256163355
202662584—

What is it indicated for?

The DeepRhythm Platform is intended for use by qualified healthcare professionals for the assessment of arrhythmias using ECG data in adult patients. The product supports downloading and analyzing data recorded in compatible formats from I-channel and 2-channel ambulatory ECG recording devices used for the arrhythmia diagnostics such as Holter, event recorder or other similar devices when retrospective assessment of the rhythm is necessary. The…

Read the full statement (196 words)

The DeepRhythm Platform is intended for use by qualified healthcare professionals for the assessment of arrhythmias using ECG data in adult patients.

The product supports downloading and analyzing data recorded in compatible formats from I-channel and 2-channel ambulatory ECG recording devices used for the arrhythmia diagnostics such as Holter, event recorder or other similar devices when retrospective assessment of the rhythm is necessary.

The DeepRhythm Platform is intended for the storage, analysis, visualization, review and reporting of arrhythmias.

The DeepRhythm Platform utilizes DeepRhythmAI (FDA-cleared device) for QRS and arrhythmia detection on the received signal. The DeepRhythm Platform provides further ECG signal annotations processing on a beat-by-beat basis, heart rate measurement and rhythm analysis, for both symptomatic and asymptomatic events.

The DeepRhythm Platform is not for use in life supporting or sustaining systems or ECG monitor and Alarm devices.

The product can be integrated with computerized ECG monitoring devices compatible with DeepRhythmAl.

The DeepRhythm Platform interpretation results are not intended to be the sole means of diagnosis. It is offered to physicians and clinicians on an advisory basis only in conjunction with the physician's knowledge of ECG patterns, patient background, clinical history, symptoms, and other diagnostic information.

Indications for use as stated in the FDA summary.

Cite this page

510(k) Report. “K232161: DeepRhythm Platform.” Lineage record from FDA 510(k) data and the FDA summary. Updated Nov 3, 2026. Accessed Nov 5, 2026. https://510kreport.com/device/K232161

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Record history
  • FDA decision record loaded May 2, 2026
  • Summary read Oct 13, 2026 (extraction version 9eaa42aa01ed)
  • Lineage and recalls computed Nov 3, 2026
  • Page last updated Nov 3, 2026