DATEX-OHMEDA S/5TM ENTROPY MODULE, E-ENTROPY AND ACCESSORIES
K050835 · GE Healthcare · OLW · May 6, 2005 · Neurology
Device Facts
Record ID
K050835
Device Name
DATEX-OHMEDA S/5TM ENTROPY MODULE, E-ENTROPY AND ACCESSORIES
Applicant
GE Healthcare
Product Code
OLW · Neurology
Decision Date
May 6, 2005
Decision
SESE
Submission Type
Special
Regulation
21 CFR 882.1400
Device Class
Class 2
Indications for Use
The Datex-Ohmeda Entropy module , E-ENTROPY and accessories are intended to be used with Datex-Ohmeda modular multiparameter monitors for monitoring the neurophysiological status of hospitalized patients.
Device Story
The E-ENTROPY module is a plug-in parameter module for Datex-Ohmeda modular anesthesia monitors. It acquires raw EEG and FEMG signals via a disposable, pre-gelled 3-electrode array (Zipprep) applied to the patient's frontal/temporal area. The device processes these signals using a spectral entropy algorithm based on information theory to calculate three variables: Response Entropy (RE, 0-100) for facial muscle activation; State Entropy (SE, 0-91) for hypnotic drug effects; and Burst Suppression Ratio (BSR, 0-100%). Output is displayed on the host monitor as real-time waveforms and trended variables. Used in clinical anesthesia environments by qualified medical personnel, the device provides physiological data to assist in assessing anesthesia adequacy alongside standard monitoring (HR, BP, NMT, MAC). It does not provide automated treatment or therapy.
Clinical Evidence
Bench testing only. The device underwent thorough validation and verification of specifications against recognized standards, including IEC 60601-1 (safety), IEC 60601-1-2 (EMC), and IEC 60601-2-26 (electroencephalographs). No clinical study data was required or presented for this modification.
Technological Characteristics
Plug-in parameter module for modular monitors. Uses spectral entropy algorithm (information theory). Inputs: EEG/FEMG via 3-electrode disposable array. Connectivity: Proprietary interface for Datex-Ohmeda S/5 and Compact Anesthesia Monitors. Standards: IEC 60601-1, IEC 60601-1-2, IEC 60601-2-26, AAMI ES1-1993. Software: Version 1.4 (updated from 1.2).
Indications for Use
Indicated for monitoring the central nervous system (CNS) state in hospitalized patients undergoing anesthesia. Uses EEG and frontal EMG (FEMG) signals to derive State Entropy (SE) and Response Entropy (RE) as an aid in monitoring anesthetic agent effects. For use by qualified medical personnel only.
Regulatory Classification
Identification
An electroencephalograph is a device used to measure and record the electrical activity of the patient's brain obtained by placing two or more electrodes on the head.
{0}------------------------------------------------
MAY - 6 2005
K050835
# Premarket Notification 510(k) Summary As required by section 807.92 Datex-Ohmeda S/5TM Entropy Module, E-ENTROPY and accessories
# GENERAL COMPANY INFORMATION as required by 807.92(a)(1)
## COMPANY NAME/ADDRESS/PHONE/FAX:
GE Healthcare 86 Pilgrim Road Needham, MA 02492 USA Tel: 781-449-8685 Fax: 781-433-1344
### NAME OF CONTACT:
Mr. Joel Kent
DATE:
March 30, 2005
### DEVICE NAME as required by 807.92(a)(2)
#### TRADE NAME:
Datex-Ohmeda S/5TM Entropy Module, E-ENTROPY and accessories
#### COMMON NAME:
Electroencephalograph
### CLASSIFICATION NAME:
The following Class II classifications appear applicable:
21 CFR 882.1400 Electroencephalograph GWQ
# NAME OF LEGALLY MARKETED DEVICE FOR WHICH A CLAIM OF SUBSTANTIAL EQUIVALENCE IS MADE as required by 807.92(a)(3)
The Datex-Ohmeda S/5TM Entropy Module, E-ENTROPY and accessories are substantially equivalent in safety and effectiveness to the legally marketed (predicate) Datex-Ohmeda M-ENTROPY Module (K023459)
{1}------------------------------------------------
## DEVICE DESCRIPTION as required by 807.92(a)(4)
The fundamental scientific technology is identical to the predicate device. ب The intended use for the modified device is the same as for the predicate, Datex-Ohmeda M-S ENTROPY module and accessories (K023459) The indications for use are also the same. > The Datex-Ohmeda S/5TM Entropy Module, E-ENTROPY is used for acquiring and processing of raw EEG and FEMG signals. The Entropy algorithm processes the collected signals and yields two Entropy variables - state entropy (SE) and response entropy (RE) - and burst suppression ratio, in addition to one real-time EEG waveform channel. The variables may be used as an aid in monitoring the effects of certain anesthetic agents. Entropy is thus used to assess the adequacy of anesthesia status in relation to other standard physiological signs and monitoring modalities (HR, blood pressure, NMT, MAC etc.).
There has been no change to the basic technology from the predicate. The E ENTROPY module is a facelifted version of the predicate M-ENTROPY module. The module cover and mechanics have changed, but the software and measurement hardware are the same as those of the predicate device (K023459).
The Datex-Ohmeda Entropy module, E-ENTROPY is a single-width plug-in parameter module for a Datex-Ohmeda modular monitoring system. The Datex-Ohmeda Entropy module, E-ENTROPY can be used with the following Datex-Ohmeda modular monitors:
S/5TM Anesthesia Monitor (AM) with main software L-ANE03(A)..00 (K030812) or newer version
S/5™ Compact Anesthesia Monitor (CAM) with main software L-CANE03(A).00 (K041790) or newer version.
The E-ENTROPY module uses the same Entropy algorithm and accessories as the predicate device, M-ENTROPY (K023459).
Entropy is an innovative monitoring modality which is designed to provide information on the electrical activity of the Central Nervous System during general anesthesia. Entropy monitoring is based on acquisition of raw EEG and FEMG signals and processing them by using the Entropy algorithm - a Datex-Ohmeda application of spectral entropy based on information theory. The E-Entropy Module may be used as an aid in monitoring the effects of certain anesthetic agents. Calculated parameters are:
- Response Entropy, RE (range 0-100), continuous processed variable for fast detection of . activation of facial muscles, i.e. FEMG.
- State Entropy, SE (range.0-91), continuous processed variable calculated from the EEG. . SE is designed to be sensitive to the hypnotic effect of anesthetic drugs in the brain.
- Burst Suppression Ratio, BSR (range=0-100%), the percentage of epochs in the past 60 . seconds in which the EEG signal is considered suppressed.
All the calculated parameters can be selected on the display, and trended.
The raw EEG signal can be displayed from one of the two monitored channels. The waveform size, color and sweep speed can be adjusted.
Alarms for Entropy are taken care of by the host monitor and follow the user interface for alarms in Datex-Ohmeda S/5 patient monitors. There are auditory and visual alarms and user adjustable limits for Entropy variables. The default is OFF, because the device does not provide information to be used for treatment or therapy.
The accessories are the same for the E-ENTROPY module and the predicate device, the M-ENTROPY (K023459). The Datex-Ohmeda Entropy sensor is a rectangular shaped, pre-gelled array of three (3) Zipprep® electrodes that is applied to the patient's skin to record electrophysiological (such as EEG) signals. It is a low impedance, single patient use, disposable electrode sensor that is designed for application to the frontal / temporal area. The Datex-Ohmeda Entropy sensor is designed to provide ease of use and electrode placement accuracy. The sensor is used only with M-ENTROPY and E ENTROPY modules. The Datex-Ohmeda Entropy sensor cable connects the Entropy sensor to the ENTROPY module both mechanically and electrically.
{2}------------------------------------------------
### INTENDED USE as required by 807.92(a)(5)
Intended use:
The Datex-Ohmeda Entropy module , E-ENTROPY and accessories are intended to be used with Datex-Ohmeda modular multiparameter monitors for monitoring the neurophysiological status of hospitalized patients.
Indications for use:
The Datex-Ohmeda Entropy Module is indicated for monitoring the state of the central nervous system (CNS) by data acquisition of electroencephalograph (EEG) and frontal electromyograph (FEMG) signals in the anesthesia environment. The spectral entropies, State Entropy (SE) and Response Entropy (RE), are processed EEG and FEMG variables, and may be used as an aid in monitoring the effects of certain anesthetic agents. The Entropy module is indicated for use by qualified medical personnel only.
### SUMMARY OF TECHNOLOGICAL CHARACTERITICS OF DEVICE COMPARED TO THE PREDICATE DEVICE as required by 807.92(a)(6)
The Datex-Ohmeda S/5™ Entropy Module, E-ENTROPY is substantially equivalent in safety and effectiveness to the legally marketed (predicate) Datex-Ohmeda M- ENTROPY Module (K023459).
The E-ENTROPY module has the following similarities compared to the predicate M ENTROPY (K023459):
- identical intended use and indications for use .
- identical fundamental scientific technology .
- the same (improved) electronic measurement board .
- same (improved) module software (version changed from 1.2 to 1.4) .
- same entropy calculation algorithm, with one additional enhancement for demonstrations . with awake test persons
- use the same operating principle .
- identical accessories .
- have the same user interface at the monitor and alarms (can be used with the same . monitor software)
- the Customer and parameter specifications are the same .
- have the same safety and effectiveness .
- are manufactured using the same processes .
The main differences between the new E-ENTROPY and the predicate M-ENTROPY (K023459) is primarily due to fact that the new E-ENTROPY module has the following changes:
- New color, shape, and size and thus differing mechanics .
- The front panel and labeling have changed .
- Minor improvements to the electronic measurement board .
- Minor improvements to the module software .
- An improvement to the entropy algorithm in the monitor software for demonstration . situations with awake test persons.
Based on the analysis and other documentation included in this 510(k) notification and Dasco on the unaryon and other main features and indications for use of the Datex-Ohmeda S/5TM Entropy Module, E-ENTROPY are substantially equivalent to the predicate Datex-Ohmeda M-ENTROPY Module (K023459).
{3}------------------------------------------------
# SUMMARY OF NONCLINICAL TESTING FOR THE DEVICE and CONCLUSIONS as required by 807.92(b)(1)(3)
The Datex-Ohmeda S/5™ Entropy Module, E-ENTROPY and accessories have been assessed I he Datox Onlined Liber. The device has been thoroughly tested through validation and verification of specifications.
- FDA/DCRND Reviewer Guidance for Premarket Notification Submissions, November 1993 .
- IEC 60601-1:1988 + Amdt. 1:1991 + Amdt. 2:1995 (Part 1: General requirements for safety) .
- EN 60601-1:1990+ A1:1993 + A13:1996 + A2:1995 (identical to IEC60601-1:1988 + Amdt. . 1:1991 + Amdt. 2:1995)
- CAN/CSA C22.2 No. 601.1-M90 + S1:1994 (Canadian deviations to IEC 60601-1:1988 + . Amdt. 1:1991) + S2:1998 (=IEC Amdt 2:1995)
- UL 2601-1, October 24, 1997 (U.S. deviations to IEC 60601-1:1988 + Amdt. 1:1991+ Amdt. . 2:1995)
- IEC 60601-1-2:2001 (Electromagnetic compatibility Requirements and tests) .
- AAMI ES1-1993 (Safe current limits for electromedical apparatus) .
- Electroencephalograph Devices Guidance for 510( k) Content, Draft Document Version 1.0 . November 3, 1997
- FDA/ODE Guidance for Content of Premarket Submission for Software Contained in Medical . Devices. Version 1.0. (May, 29, 1998)
- IEC 60601-2-26 Medical electrical equipment. Part 2: Particular requirements for the safety of . electroencephalographs, 2002.
- ISO 14971 Ed. 1: Medical devices Application of risk management to medical devices .
- FDA Performance standard, 21 CFR Part 898.12 PERFORMANCE STANDARD FOR ● ELECTRODE LEAD WIRES AND PATIENT CABLES
### CONCLUSION:
The summary above shows that there are no new questions of safety and effectiveness for the The Datex-Ohmeda S/5™ Entropy Module, E-ENTROPY and accessories as compared to the predicate device.
{4}------------------------------------------------
Image /page/4/Picture/1 description: The image shows the logo for the U.S. Department of Health and Human Services. The logo consists of a stylized eagle with three lines representing its wings and a circular border. The text "DEPARTMENT OF HEALTH AND HUMAN SERVICES . USA" is arranged around the upper portion of the circle.
MAY - 6 2005
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
Mr. Joel C. Kent Manager, Quality and Regulatory Affairs GE Healthcare 86 Pilgrim Road Needham, Massachusetts 02492
Re: K050835
Trade/Device Name: Datex-Ohmeda S/5™ Entropy Module, E-ENTROPY and accessories Regulation Number: 21 CFR 882.1400 Regulation Name: Electroencephalograph Regulatory Class: II Product Code: GWQ Dated: March 31, 2005 Received: April 1, 2005
Dear Mr. Kent:
We have reviewed your Section 510(k) premarket notification of intent to market the device we nave reviewed your becaon 310(x) pension is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate for use stated in the encrosule) to regally namestical Device Amendments, or to commerce prior to May 26, 1976, the enaounce with the provisions of the Federal Food, Drug, devices that have been recassified in assee approval of a premarket approval application (PMA). alle Cosment Act (71ct) mar do not require apperal controls provisions of the Act. The r ou may, dicierore, market the act include requirements for annual registration, listing of general controls provisions of the free labeling, and prohibitions against misbranding and adulteration.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), If your device is classified (660 ace re) arols. Existing major regulations affecting your device and i It may be subject to saon additions, Title 21, Parts 800 to 898. In addition, FDA can be found in the Court of Feachs, concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean Please be advised that I Dri 3 issualles or wouldevice complies with other requirements of the Act that I DA has made a determination administered by other Federal agencies. You must of any I ederal statutes and regarations and limited to: registration and listing (21 comply with an the Act 3 requirements, news and acturing practice requirements as set CFK Part 807), labeling (21 CFR Part 820); and if applicable, the electronic form in the quality systems (QD) regulantial (Sections 531-542 of the Act); 21 CFR 1000-1050.
{5}------------------------------------------------
Page 2 - Mr. Joel C. Kent
This letter will allow you to begin marketing your device as described in your Section 510(k) i his letter will anow you to oegin maxeting your maxeting of your device to a legally premarket notification. "The I DIT Intering of our device and thus, permits your device to proceed to the market.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please If you ucsile specific advice for Jour access in the regulation of the regulation entitled, Colliation of Compullion as (21 to the end (21 transmit (21CFR Part 807.97). You may obtain Misoraliung by reference to premainter to premainter the Act from the Division of Small other general information on your responsions and its toll-free number (800) 638-2041 or Manufacturers, internet and Consultive risoner risoners and consisted with industry/support/index.html.
Sincerely yours,
Miriam C. Provost, Ph.D. Acting Director Division of General, Restorative and Neurological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
{6}------------------------------------------------
# Indications for Use
510(k) Number (if known): 4050835
Device Name: Datex-Ohmeda S/5™ Entropy Module, E-ENTROPY and accessories
Indications for Use:
The Datex-Ohmeda Entropy Module, E-ENTRQPY and accessories are indicated for monitoring the state of the central nervous system (CNS) by data acquisition of electroencephalograph (EEG) and frontal electromyograph (FEMG) signals in the anesthesia environment. The spectral entropies, Response Entropy (RE) and State Entropy (SE), are processed EEG and FEMG variables, and may be used as an aid in monitoring the effects of certain anesthetic agents. The Entropy module is indicated for use by qualified medical personnel only.
Prescription Use __ Over-The-Counter Use _ X AND/OR (Part 21 CFR 801 Subpart D) (21 CFR 801 Subpart C) (PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE OF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
Page / of /
storative enrological Devices
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.