K974725 · Cardiodynamics International Corp. · DSB · Mar 18, 1998 · Cardiovascular
Device Facts
Record ID
K974725
Device Name
BIOZ.COM SYSTEM
Applicant
Cardiodynamics International Corp.
Product Code
DSB · Cardiovascular
Decision Date
Mar 18, 1998
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.2770
Device Class
Class 2
Indications for Use
The BioZ.com Hemodynamic Monitor is intended to monitor a patient's hemodynamic parameters. These parameters include: ECG, Heart Rate, Pre-ejection Period, Left Ventricular Ejection Time, Systolic Time Ratio, Stroke Volume, Cardiac Output, Cardiac Index, Systemic Vascular Resistance, End Diastolic Volume, End Diastolic Index, Index of Contractility, Acceleration Index, Left Cardiac Work, Thoracic Fluid Content, Respiration Rate.
Device Story
BioZ.com Hemodynamic Monitor is a portable, computer-based system for noninvasive hemodynamic monitoring via thoracic electrical bioimpedance (TEB). System inputs include patient demographics (gender, frame size, height, weight, age, blood pressure) and electrical signals from 8 electrodes placed on the neck and thorax. Device injects minimal current and measures returning voltage waveforms. Proprietary DSP circuitry and software process these inputs to calculate hemodynamic parameters (e.g., Cardiac Output, Stroke Volume, SVR). Used in hospitals, outpatient, and clinical settings by healthcare providers. Output displayed on integrated flat-panel screen; provides real-time monitoring, diagnostic, and trending data. Supports data transmission to hospital monitoring systems. Benefits include noninvasive assessment of cardiovascular status to assist clinical decision-making.
Clinical Evidence
Bench testing only. Accuracy and equivalency protocol compared BioZ.com to BioZ Portable using digitized patient waveforms. Measurements and calculations achieved expected results.
Technological Characteristics
Portable computer-based system; Intel 80X86 processor; proprietary DSP circuitry and firmware. TEB sensing principle using 8 electrodes. Integrated flat-panel display (320x240). Connectivity via hospital monitoring system protocols. Power: AC or internal rechargeable battery. Software: Proprietary DSP algorithms for hemodynamic parameter calculation.
Indications for Use
Indicated for monitoring hemodynamic parameters in patients in hospital, outpatient, and clinical settings. No specific age or gender restrictions provided.
Regulatory Classification
Identification
An impedance plethysmograph is a device used to estimate peripheral blood flow by measuring electrical impedance changes in a region of the body such as the arms and legs.
Special Controls
*Classification.* Class II (special controls). The device, when it is a body composition analyzer which is not intended to diagnose or treat any medical condition, is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 870.9.
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MAR | 8 1998
K974725
### SECTION 2 -- SUMMARY AND CERTIFICATION
#### A. 510(K) SUMMARY
### SUBSTANTIAL EQUIVALENCE:
Identification of predicate device, model and manufacturer:
Predicate device: CardioDynamics BioZ Portable System
BZ - 125 Model:
ﻣﺤﻤﺴﺴﺴ
Manufacturer: CardioDynamics International, Corp.
Predicate device 510(k) # K972320
Reason For Submission: Device Modification -- Repackaging
The BioZ.com System is substantially equivalent to its predicate device, the CardioDynamics BioZ Portable System currently being marketed by CardioDynamics International Corp. The justification for this substantial equivalence determination is presented below.
The BioZ.com System is substantially equivalent to the CardioDynamics BioZ Portable System in terms of design. intended use and principals of operation. Both systems are portable in design and for use in the hospital, outpatient and clinical settings. The intended use of each systems is to noninvasively measure a patients hemodynamic parameters using thoracic electrical bioimpedance (TEB). Monitoring is accomplished by attaching 8 electrodes to the patient (two on each side of the neck and thorax) and injecting a minimal current through the upper electrodes and reading the returning voltage waveform from the inner electrodes.
Since both systems use the same CardioDynamics proprietary DSP circuitry and software, the formulas and algorithms used to calculate the various hemodynamic parameters are essentially the same. In addition, all required input parameters are the same, including patient gender, body frame size, height, weight, age and blood pressure.
The BioZ Portable System and the BioZ.com System are self-contained computer-based products utilizing the same CardioDynamics proprietary DSP circuitry and software. Each system consists of the following components:
1. Instrument:
- A. CardioDynamics proprietary DSP and Patient Interface Circuitry
- B. Intel 80X86 Processor Board
- C. CardioDynamics proprietary DSP firmware and user software
- D. Condor Medical grade power supply
- E. Built in flat-panel screen
- F. Keyboard/keypad
- G. Power Cord
- 2. Patient Cable
- 3. Electrodes/Transducers
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The key differences between the two devices are that the CardioDynamics BioZ Portable is based on an off-the-shelf (Dolch brand) PC based system utilizing a full QWERTY keyboard, while the BioZ.com is a CDIc-proprietary platform with built-in keypad and screen (a QWERTY keyboard is an optional accessory). In addition, the BioZ Portable operates exclusively on AC power while the BioZ.com can operate from AC power or from an internal rechargeable battery for limited patient transport use. Although the CardioDynamics proprietary DSP circuitry used in both devices is the same, partitioning changes were made to the boards used in the BioZ com to accommodate the plastic enclosure and different Intel 80X86 family processor chip. The BioZ.com also provides a user-selectable option of a secondary equation for the calculation of the Stroke Volume parameter (Bernstein) in addition to the single Sramek-Bernstein equation in the BioZ portable.
Screen differences were required to accommodate the 320 x 240 dot display of the BioZ.com rather than the 640 x 480 dot display in the BioZ Portable. Screen differences between the BioZ Portable and the BioZ.com include:
- While the BioZ System offered the Patient Data Entry, Monitoring, Indexed Data, 1. Therapeutic, Indexed Therapeutic, Diagnostic, Interactive Trending and Trending Screens, the BioZ.com System will offer only the Patient Data Entry, Monitoring, Therapeutic, Diagnostic and Trending Screens. User configuration of the Monitoring, Diagnostic, and Trending screen in the BioZ.com makes the additional screens unnecessary.
- On many of the BioZ Portable Screens, 7 to 10 parameters were shown at any given 2. time. The BioZ.com System will display up to 5 parameters at a time.
- The parameters shown on the individual BioZ Portable screens were pre-set and could 3. not be changed. The BioZ.com System Monitoring, Diagnostic and Trending Screens can be configured to display a set number of the following parameters:
| ECG | Heart Rate |
|------------------------|--------------------------------------|
| Pre-ejection Period | Left Ventricular Ejection Time |
| Systolic Time Ratio | Stroke Volume |
| Cardiac Output | Cardiac Index |
| End Diastolic Volume | Systemic Vascular Resistance |
| Left Cardiac Work | Systemic Vascular Resistance indexed |
| End Diastolic Index | Index of Contractility |
| Acceleration Index | Left Cardiac Work Index |
| Thoracic Fluid Content | Respiration Rate |
- 4. The Monitoring Screen in the BioZ.com can be configured to display any two of the following waveforms: Impedance, ECG, ΔZ, dZ/dT, Pacer Impulse, Spike Enhanced ECG and/or no waveform. The BioZ Portable always showed ECG, with a user option for a second waveform of either ΔZ or dZ/dT.
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- The Waveform Screen is new to the BioZ.com. The screen will show the five 6. parameters selected by the user for the Monitoring Screen along with larger and longer displays of two of the waveforms available in the Monitoring Screen.
- 7. In the BioZ.com System software, there are a number of default values such as CVP, PAOP, height and weight units, automatic data save timing, etc. The user will be able to change the default values within the BioZ.com Software. The BioZ Portable had limited user control over default values.
Another difference between the BioZ Portable and the BioZ.com System is that the BioZ Portable was able to receive external data from two blood pressure devices and one pulse oximeter. The BioZ.com System will be able to receive and transmit data to many common hospital monitoring systems, using their established, documented protocols.
To demonstrate that the two systems are functionally equivalent, an Accuracy and Equivalency Test was performed comparing the CardioDynamics BioZ.com System to the CardioDynamics BioZ Portable The purpose of the protocol was to demonstrate that the BioZ.com System is substantially equivalent to the CardioDynamics BioZ Portable System. Digitized waveforms from a number of patients with various clinical conditions were input into the BioZ Portable System and then the BioZ.com System. After one minute, three parameters were recorded for each device. The measurement and calculations performed by the device achieved the expected results.
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Image /page/3/Picture/1 description: The image is a black and white seal for the Department of Health & Human Services USA. The seal is circular with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES • USA" arranged around the perimeter. In the center of the seal is a stylized image of an eagle with its wings spread.
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
MAR 18 1998
Mr. Dennis G. Hepp Chief Technology Officer CardioDynamics International Corp. 6175 Nancy Ridge Drive, Suite 300 San Diego, CA 92121
- K974725 Re: BIOZ.COM SYSTEM II (two) Requlatory Class: Product Code: 74 DSB December 18, 1997 Dated: December 23, 1997 Received:
Dear Mr. Hepp:
We have reviewed your Section 510(k) notification of intent to market the device referenced above and we have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Druq, and Cosmetic Act (Act). You may, therefore, market the device, subject to the general controls provisions of the Act. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labelinq, and prohibitions against misbranding and adulteration.
If your device is classified (see above) into either class II (Special Controls) or class III (Premarket Approval), it may be subject to such additional controls. Existing major requlations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 895. A substantially equivalent determination assumes compliance with the Current Good Manufacturing Practice requirements, as set forth in the Quality System Regulation (QS) for Medical Devices: General regulation (21 CFR Part 820) and that, through periodic QS inspections, the Food and Drug Administration (FDA) will verify such assumptions. Failure to comply with the GMP regulation may result in regulatory action. In addition, FDA may publish further announcements concerning your device in the Federal Register. Please note: this response to your premarket notification submission does not affect any obligation you might have under sections 531 through 542 of the Act for devices under the Electronic Product Radiation Control provisions, or other Federal laws or regulations.
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This letter will allow you to begin marketing your device as described in your 510(k) premarket notification. The FDA finding of substantial in your of your device to a legally marketed predicate device equits in a classification for your 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 and additionally 809.10 for in vitro diagnostic devices), please contact the Office of Compliance at (301) 594-4648. Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers Assistance at its toll-free number (800) 638-2041 or (301) 443-6597 or at its internet address "http://www.fda.gov/cdrh/dsmamain.html".
Sincerely yours,
Thomas J. Callahon
Thomas J. Callahan, Ph. D. Director Division of Cardiovascular, Respiratory, and Neurological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# 510(k) Number (if known):
Device Name: BioZ.com Hemodynamic Monitor
## Indications for Use:
The BioZ.com Hemodynamic Monitor is intended to monitor a patient's hemodynamic parameters. These parameters include:
| ECG | Heart Rate |
|------------------------------|--------------------------------|
| Pre-ejection Period | Left Ventricular Ejection Time |
| Systolic Time Ratio | Stroke Volume |
| Cardiac Output | Cardiac Index |
| Systemic Vascular Resistance | End Diastolic Volume |
| End Diastolic Index | Index of Contractility |
| Acceleration Index | Left Cardiac Work |
| Thoracic Fluid Content | Respiration Rate |
(PLEASE DO NOT WRITE BELOW THIS LINE. CONTINUE ON ANOTHER PAGE IF NEEDED)
______________________________________________________________________________________________________________________________________________________________________________
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______________________________________________________________________________________________________________________________________________________________________________
Concurrence of CDRH, Office of Device Evaluation (ODE)
| (Division Sign-Off) | |
|-------------------------------------------------------------------|--|
| Division of Cardiovascular, Respiratory, and Neurological Devices | |
| 510(k) Number | |
| Prescription Use | <div style="display:inline-block;">✓</div> | OR | Over-The-Counter Use | |
|----------------------|--------------------------------------------|----|----------------------|--|
| (PER 21 CFR 801.109) | | | | |
(Optional Format 1-2-96)
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.