This product is intended for use in clinical radiological images (including full-field digital mammography and digital breast tomosynthesis) for review, analysis, and diagnosis by trained medical practitioners.
Device Story
RadiForce GX570/GX570-AR are 5MP monochrome IPS LCD monitors; designed for clinical radiological image review, analysis, and diagnosis. Input signals via DVI-D or DisplayPort; monitor utilizes internal lookup tables for factory-calibrated tone curves (DICOM GSDF compliant). Features include Digital Uniformity Equalizer for luminance consistency and Sharpness Recovery for compensating sharpness degradation. GX570 features anti-glare treatment; GX570-AR features anti-reflection coating. Operated by radiologists/clinicians in clinical settings. RadiCS software serves as an accessory for quality control, calibration, and asset management. Device provides high-resolution visual output to assist clinicians in diagnostic decision-making; benefits include consistent image quality and adherence to QC standards.
Clinical Evidence
No clinical or animal testing performed. Substantial equivalence established via bench testing following FDA guidance 'Display Devices for Diagnostic Radiology' (2022). Tests included MTF, pixel defect analysis, temporal response, luminance stability, DICOM GSDF conformance, chromaticity/luminance non-uniformity, noise power spectrum, and contrast ratio.
Technological Characteristics
TFT Monochrome IPS LCD; 5MP (2048x2560) resolution; 0.165mm pixel pitch; LED backlight. Connectivity: DVI-D, DisplayPort. Integrated optical sensor for luminance calibration. Digital Uniformity Equalizer and Sharpness Recovery functions. RadiCS software for QC. Surface treatments: Anti-Glare (GX570) or Anti-Reflection (GX570-AR).
Indications for Use
Indicated for trained medical practitioners reviewing, analyzing, and diagnosing clinical radiological images, including full-field digital mammography and digital breast tomosynthesis.
Regulatory Classification
Identification
A medical image management and processing system is a device that provides one or more capabilities relating to the review and digital processing of medical images for the purposes of interpretation by a trained practitioner of disease detection, diagnosis, or patient management. The software components may provide advanced or complex image processing functions for image manipulation, enhancement, or quantification that are intended for use in the interpretation and analysis of medical images. Advanced image manipulation functions may include image segmentation, multimodality image registration, or 3D visualization. Complex quantitative functions may include semi-automated measurements or time-series measurements.
Special Controls
*Classification.* Class II (special controls; voluntary standards—Digital Imaging and Communications in Medicine (DICOM) Std., Joint Photographic Experts Group (JPEG) Std., Society of Motion Picture and Television Engineers (SMPTE) Test Pattern).
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FDA U.S. FOOD & DRUG ADMINISTRATION
August 28, 2025
EIZO Corporation
Hiroaki Hashimoto
Senior Manager of Regulatory Compliance and Safety Department
153 Shimokashiwano
Hakusan, Ishikawa, 924-8566
Japan
Re: K252030
Trade/Device Name: RadiForce GX570; RadiForce GX570-AR
Regulation Number: 21 CFR 892.2050
Regulation Name: Medical Image Management And Processing System
Regulatory Class: Class II
Product Code: PGY
Dated: June 30, 2025
Received: June 30, 2025
Dear Hiroaki Hashimoto:
We have reviewed your section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate 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, Drug, and Cosmetic Act (the Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database available at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device"
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
{1}
K252030 - Hiroaki Hashimoto
Page 2
(https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical device-related adverse events) (21 CFR Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reporting-combination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-devices/medical-device-safety/medical-device-reporting-mdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn
{2}
K252030 - Hiroaki Hashimoto
Page 3
(https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,

Jessica Lamb
Assistant Director
Imaging Software Team
DHT8B: Division of Radiologic Imaging
Devices and Electronic Products
OHT8: Office of Radiological Health
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
{3}
RadiForce GX570
Page 8 of 38
| Indications for Use | | |
| --- | --- | --- |
| Please type in the marketing application/submission number, if it is known. This textbox will be left blank for original applications/submissions. | K252030 | ? |
| Please provide the device trade name(s). | | ? |
| RadiForce GX570;
RadiForce GX570-AR | | |
| Please provide your Indications for Use below. | | ? |
| This product is intended for use in clinical radiological images (including full-field digital mammography and digital breast tomosynthesis) for review, analysis, and diagnosis by trained medical practitioners. | | |
| Please select the types of uses (select one or both, as applicable). | ☑ Prescription Use (Part 21 CFR 801 Subpart D)
☐ Over-The-Counter Use (21 CFR 801 Subpart C) | ? |
{4}
K252030
EIZO
EIZO Corporation, 153 Shimokashiwano, Hakusan, Ishikawa 924-8566 Japan
U.S. Food and Drug Administration
Center for Devices and Radiological Health
Name Hiroaki Hashimoto
Department Regulatory Compliance and Safety
Telephone +81 (76) 274-2468
E-Mail hiroaki.hashimoto@eizo.com
# 510(k) Summary
## 1. Submitter
EIZO Corporation
153 Shimokashiwano, Hakusan,
Ishikawa 924-8566 Japan
Phone: +81 (76) 274-2468
Contact Person: Hiroaki Hashimoto
Date of Prepared: June 27th, 2025
## 2. Device
- Name of Device: RadiForce GX570; RadiForce GX570-AR
- Common or Usual Name: 54.1 cm (21.3 inch) class Monochrome LCD Monitor
- Classification Name: Medical Image Management and Processing System (21 CFR 892.2050)
- Regulatory Class: II
- Product Code: PGY
## 3. Predicate Device
- Name of Device: RadiForce GX560, GX560-AR (K181609)
- Common or Usual Name: 54.1 cm (21.3 inch) class Monochrome LCD Monitor
- Classification Name: Medical Image Management and Processing System (21 CFR 892.2050)
- Regulatory Class: II
- Product Code: PGY
- Name of Device: RadiForce GX540 (K151883)
- Common or Usual Name: 5MP Monochrome LCD Monitor, I
- Classification Name: Medical Image Management and Processing System (21 CFR 892.2050)
- Regulatory Class: II
- Product Code: PGY
Section 05
510(k) Summary_GX570: Page 1 of 7
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Section 05
510(k) Summary_GX570: Page 2 of 7
## 4. Device Description
RadiForce GX570 is a monochrome LCD monitor for viewing medical images including those of mammography. The monochrome panel employs in-plane switching (IPS) technology allowing wide viewing angles and the matrix size (or resolution) is 2,048 x 2,560 pixels (5MP) with a pixel pitch of 0.165 mm.
Since factory calibrated display modes, each of which is characterized by a specific tone curve (including DICOM GSDF), a specific luminance range and a specific color temperature, are stored in lookup tables within the monitor, the tone curve is e.g. DICOM compliant regardless of the display controller used. This helps ensure tone curves even if a display controller or workstation must be replaced or serviced.
The Digital Uniformity Equalizer function compensates luminance non-uniformity, one of the inherent characteristics of LCD panel modules, to the levels required by various QC standards and guidelines.
The Sharpness Recovery function compensates sharpness degradation caused by the inherent characteristics of LCD panel modules (A user selectable).
There are two model variations, GX570 and GX570-AR. The difference of the two variations is the surface treatment of the display screens; the surface treatment of the GX570 is Anti-Glare (AG) treatment and that of the GX570-AR is Anti-Reflection (AR) coating.
Two GX570 monitors mounted on a single stand configuration is available identified by with "MD" like GX570-MD and GX570-AR-MD.
RadiCS is application software to be installed in each workstation offering worry-free quality control of diagnostic monitors including the RadiForce GX570 based on the QC standards and guidelines and is capable of quantitative tests and visual tests defined by them. The RadiCS is included in this 510(k) submission as an accessory to the RadiForce GX570.
RadiCS is of Basic Documentation Level and that it's being used unchanged from the predicate software. RadiCS supports the functions of the monitor RadiForce GX570 and it's not a medical imaging software.
## 5. Indications for use
This product is intended for use in clinical radiological images (including full-field digital mammography and digital breast tomosynthesis) for review, analysis, and diagnosis by trained medical practitioners.
{6}
# 6. Comparison of Technological Characteristics with the predicate device
The comparison table below enumerates information derived from the product brochure and measured values of the each device and different technological characteristics are discussed in it:
| Attributes | Proposed Device: RadiForce GX570 | Predicate Device: RadiForce GX560 |
| --- | --- | --- |
| Indications for Use | | |
| | This product is intended for use in clinical radiological images (including full-field digital mammography and digital breast tomosynthesis) for review, analysis, and diagnosis by trained medical practitioners. | This product is indicated for use in displaying radiological images (including full-field digital mammography and digital breast tomosynthesis) for review, analysis, and diagnosis by trained medical practitioners. |
| Display Technology | | |
| | TFT Monochrome LCD Panel (IPS) | TFT Monochrome LCD Panel (IPS) |
| Screen size | | |
| | 54.1cm / 21.3" Aspect ratio: 4 : 5 | 54.1cm / 21.3" Aspect ratio: 4 : 5 |
| Backlight type | | |
| | LED | LED |
| Frame rate and refresh rate | | |
| Digital Scanning Frequency (H / V) | 31 - 135 kHz / 23 - 61 Hz Frame synchronous mode: 23.5 - 25.5 Hz, 47 - 51 Hz | 31 - 135 kHz / 23 - 61 Hz Frame synchronous mode: 23.5 - 25.5 Hz, 47 - 51 Hz |
| Pixel pitch | | |
| Pixel pitch | 0.165 mm x 0.165 mm | 0.165 mm x 0.165 mm |
| Subpixel pattern | - | - |
| Pixel aperture ratio | 0.602 | 0.541 |
| Subpixel driving (spatial and temporal dithering) | | |
| Independent Subpixel drive | OFF | OFF |
| Dithering | Normal Mode : 4bitFRC Sub-Pixel drive Mode : 3bitFRC | 4bit FRC |
| Display Interface | | |
| Input video signals | DVI-D (dual link) x 1, DisplayPort x 2 | DVI-D (dual link) x 1, DisplayPort x 2 |
| Output video signals | DisplayPort x 1 (daisy chain) | DisplayPort x 1 (daisy chain) |
| Video bandwidth | | |
| | DVI : 25-290MHz DisplayPort : 25-290MHz | DVI : 290MHz DisplayPort : 290MHz |
Section 05
510(k) Summary_GX570: Page 3 of 7
{7}
Section 05
510(k) Summary_GX570: Page 4 of 7
| User controls | | |
| --- | --- | --- |
| OSD | CAL Switch / FineContrast / Color Mode | CAL Switch / FineContrast / Color Mode |
| | Mode Skip | Mode Skip |
| | Brightness | Brightness |
| | Contrast | SelfQC |
| | Gamma | Sharpness Recovery |
| | SelfQC | DP Daisy Chain |
| | Sharpness Recovery | Orientation(H/W Pivot) |
| | DP Daisy Chain | Sub Pixel Drive |
| | Orientation(H/W Pivot) | Power Save |
| | Sub Pixel Drive | DP Power Save |
| | Power Save | EcoView Sense |
| | DP Power Save | Language |
| | Language | OSD Information |
| | OSD Information | Indicator |
| | Indicator | Input Selection |
| | Input Selection | Logo |
| | Key Lock | Key Lock |
| | LEA (Life Expectancy Analyzer) | LEA (Life Expectancy Analyzer) |
| | USB Selection for KVM Switch | USB Selection for KVM Switch |
| | Grayscale Warning | Grayscale Warning |
| RadiiCS | Complete QC Tests | Complete QC Tests |
| | Calibration | Calibration |
| | Task Setting | Task Setting |
| | History Management | History Management |
| | Asset Management | Asset Management |
| Ambient light sensing | | |
| Ambient light sensor | Photo Diode
Position: In the upper right bezel of the screen
Software tool: RadiiCS | Photo Diode
Position: In the upper bezel of the screen
Software tool: RadiiCS |
| Touch-screen technology | | |
| | N/A | N/A |
| Luminance calibration tools | | |
| | Integrated optical sensor | Integrated optical sensor |
{8}
| | External optical sensor
Calibration software:
RadiCS | External optical sensor
Calibration software:
RadiCS |
| --- | --- | --- |
| **Quality-control procedures** | | |
| | Software: RadiCS
AAPM On-line Report No.
03:2005 compliant | Software: RadiCS
AAPM On-line Report No.
03:2005 compliant |
| **Software/Firmware** | | |
| | N/A | N/A |
It is clear that the technological characteristics differences discussed above do not affect the safety and the effectiveness of the GX570.
Section 05
510(k) Summary_GX570: Page 5 of 7
{9}
7. Performance Testing
The bench tests below were performed on the RadiForce GX570 following the instructions in “Guidance for Industry and FDA Staff: Display Devices for Diagnostic Radiology” issued on September 28, 2022:
- Measurement of spatial resolution expressed as modulation transfer function (MTF)
- The maximum number allowed for each type of pixel defects/faults
- Visual check of presence or absence of miscellaneous artifacts on the display screen as specified in TG18 guideline
- Measurement of temporal response
- Measurement of Luminance
- Verification of the conformance to DICOM GSDF as specified in Assessment of Display Performance for Medical Imaging Systems by AAPM Task Group 18 (TG18 guideline)
- Measurement of the angular dependency of luminance response in horizontal, vertical and diagonal directions
- Measurement of the luminance non-uniformity characteristics of the display screen as specified in TG18 guideline
- Measurement of the chromaticity non-uniformity characteristics of the display screen as specified in TG18 guideline
- Performance data on luminance stability
- Measurement of noise expressed as noise power spectrum (NPS)
- Measurement of display reflections including specular, diffuse and haze components
- Measurement of small-spot contrast ratio
The test results showed that the RadiForce GX570 has display characteristics equivalent to those of the predicate device, RadiForce GX560 or RadiForce GX540.
Besides, the display characteristics of the RadiForce GX570 meet the pre-defined criteria when criteria are set.
No animal or clinical testing was performed on the RadiForce GX570.
Section 05
510(k) Summary_GX570: Page 6 of 7
{10}
8. Conclusion
The RadiForce GX570 was determined to be substantially equivalent to the predicate device due to the following reasons:
- The stated intended use is substantially the same as that of the predicate device.
- It was confirmed that the technological characteristics differences from those of the predicate device do not affect the safety or the effectiveness.
- The bench tests demonstrated that the display characteristics are equivalent to those of the predicate device.
Section 05
510(k) Summary_GX570: Page 7 of 7
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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.