K232870 · Varian Medical Systems, Inc. · IYE · Dec 21, 2023 · Radiology
Device Facts
Record ID
K232870
Device Name
TrueBeam, TrueBeam STx, EDGE and VitalBeam (4.1)
Applicant
Varian Medical Systems, Inc.
Product Code
IYE · Radiology
Decision Date
Dec 21, 2023
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.5050
Device Class
Class 2
Attributes
Therapeutic, Pediatric
Indications for Use
TrueBeam-TrueBeam STx-Edge: The TrueBeam ™ radiotherapy delivery system is intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated. VitalBeam: The VitalBeam system is intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated.
Device Story
Medical linear accelerator (linac) delivering therapeutic photon, electron, and kV X-ray radiation; installed in radiation-shielded vault with external control console. Operated by authorized medical practitioners. System produces CBCT images for image-guided radiation therapy (IGRT) and simulation/planning for adaptive radiation therapy. Version 4.1 updates CBCT image reconstruction algorithm to support off-line adaptive treatment planning. Device enables precision targeting of tumors and lesions; benefits include accurate dose delivery to target volumes while sparing surrounding healthy tissue.
Clinical Evidence
No clinical or animal testing submitted. Substantial equivalence supported by bench testing, including software verification and validation, hardware performance testing, and human factors validation per IEC 62366. Image quality and dose calculation accuracy were assessed against planning CT images.
Technological Characteristics
Medical linear accelerator; photon, electron, and kV X-ray sources. Components: couch, multi-leaf collimators, integrated treatment/imaging consoles. Software version 4.1. Standards: IEC 60601-1 (safety), IEC 60601-1-2 (EMC), IEC 62304 (software lifecycle), ISO 10993-1 (biocompatibility), ISO 14971 (risk management).
Indications for Use
Indicated for stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body in adults and pediatric patients. Includes treatment of brain/spine, head/neck, thoracic, gynecologic, gastrointestinal, genitourinary, breast, sarcomas, lymphoid, skin tumors, benign diseases, and metastases. Medically refractory essential tremor indicated for adults only.
Regulatory Classification
Identification
A medical charged-particle radiation therapy system is a device that produces by acceleration high energy charged particles (e.g., electrons and protons) intended for use in radiation therapy. This generic type of device may include signal analysis and display equipment, patient and equipment supports, treatment planning computer programs, component parts, and accessories.
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December 21, 2023
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Varian Medical Systems, Inc % Lynn Allman Senior Director, Regulatory Affairs 3100 Hansen Way PALO ALTO, CA 94304
# Re: K232870
Trade/Device Name: TrueBeam. TrueBeam STx. EDGE and VitalBeam (4.1) Regulation Number: 21 CFR 892.5050 Regulation Name: Medical Charged-Particle Radiation Therapy System Regulatory Class: Class II Product Code: IYE Dated: September 15, 2023 Received: September 15, 2023
Dear Lynn Allman:
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" (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
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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 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-reportingcombination-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.
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-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (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-device-advice-comprehensive-regulatoryassistance/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,
Locon Weidner
Lora D. Weidner, Ph.D. Assistant Director Radiation Therapy Team DHT8C: Division of Radiological Imaging and Radiation Therapy Devices OHT8: Office of Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
Form Approved: OMB No. 0910-0120 Expiration Date: 06/30/2023 See PRA Statement below.
Submission Number (if known)
K232870
Device Name
TrueBeam, TrueBeam STx, EDGE and VitalBeam (4.1)
# Indications for Use (Describe)
TrueBeam-TrueBeam STx-Edge:
The TrueBeam™, TrueBeam STx and Edge™ Systems are intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation therapy is indicated for adults and pediatric patients. The TrueBeam radiotherapy system can produce CBCT images that can be used in image guided radiation therapy, and the simulation and planning for adaptive radiation therapy.
The TrueBeam, TrueBeam STx and Edge Systems may be used in the delivery of radiation for treatment that includes: brain and spine tumors (such as glioma, meningioma, craniopharyngioma, pituitary tumors, spinal cord tumors, hemangioblastoma, orbital tumors, optic nerve tumors, and skull based tumors), head and neck tumors (such as unknown primary of the head and neck, oral cavity, hypopharynx, larynx, oropharynx, sinonasal, salivary gland, and thyroid cancer), thoracic tumors (such as lung cancer, esophageal cancer, thymic tumors, and mesothelioma), gynecologic tumors (such as ovarian, cervical, endometrial, vulvar, and vaginal), gastrointestinal tumors (such as gastric, pancreatic, hepatobiliary, colon, rectal, and anal carcinoma), genitourinary tumors (such as prostate, bladder, testicular, and kidney), breast tumors, sarcomas, lymphoid tumors (such as Hodgkin's and non-Hodgkin's lymphoma), skin cancers (such as squamous cell, basal cell, and melanoma), benign diseases (such as schwannoma, arteriovenous malformation, cavernous malformation, trigeminal neuralgia, chordoma, glomus tumors, and hemangiomas), metastasis (including all parts of the body such as brain, bone, liver, lung, kidney, and skin) and pediatric tumors (such as glioma, ependymoma, pituitary tumors, hemangioblastoma, craniopharyngioma, meningioma, metastasis, medulloblastoma, nasopharyngeal tumors, arteriovenous malformation, cavernous malformation, and and skull base tumors), and medically refractory essential tremor (indicated for adults only).
VitalBeam:
VitalBeam® is intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation therapy is indicated for adults and pediatric patients.
VitalBeam may be used in the delivery of radiation for treatment that includes: brain and spine tumors (such as glioma, meningioma, craniopharyngioma, pituitary tumors, spinal cord tumors, hemangioblastoma, orbital tumors, ocular tumors, optic nerve tumors, and skull based tumors), head and neck tumors (such as unknown primary of the head and neck, oral cavity, hypopharynx, larynx, oropharynx, nasopharynx, sinonasal, salivary gland, and thyroid cancer), thoracic tumors (such as lung cancer, esophageal cancer, thymic tumors, and mesothelioma), gynecologic tumors (such as ovarian, cervical, endometrial, vulvar, and vaginal), gastrointestinal tumors (such as gastric, pancreatic, hepatobiliary, colon, rectal, and anal carcinoma), genitourinary tumors (such as prostate, bladder, testicular, and kidney), breast tumors, sarcomas, lymphoid tumors (such as Hodgkin's and
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non-Hodgkin's lymphoma), skin cancers (such as squamous cell, and melanoma), benign diseases (such as schwannoma, arteriovenous malformation, cavernous malformation, trigeminal neuralgia, chordoma, glomus tumors, and hemangiomas), metastasis (including all parts of the body such as brain, bone, liver, lung, kidney, and skin) and pediatric tumors (such as glioma, ependymoma, pituitary tumors, hemangioblastoma, craniopharyngioma, meningioma, metastasis, medulloblastoma, nasopharyngeal tumors, arteriovenous malformation, cavernous malformation, and skull base tumors).
Type of Use (Select one or both, as applicable)
> Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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Varian Medical Systems 3100 Hansen Way Palo Alto, CA 94304
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510(K) Summary
The following information is provided as required by 21 CFR 807.92.
| SUBMITTER | |
|----------------------------------|----------------------------------------------------------------------------------------------------------|
| Name and Address: | Varian Medical Systems<br>3100 Hansen Way, m/s E110<br>Palo Alto, CA 94304 |
| Contact Person: | Lynn Allman<br>Sr. Director, Regulatory Affairs<br>Phone: 650-424-5369<br>submissions.support@varian.com |
| Date Prepared: | 15 September 2023 |
| DEVICE | |
| Subject Device Name: | TrueBeam™ /TrueBeam STx™/Edge™/VitalBeam |
| Common/Usual Name: | Linear accelerator radiation therapy system |
| Product Code and Classification: | Medical charged-particle radiation therapy system<br>IYE 21 CFR 892.5050 Class II |
| PREDICATE DEVICE | |
| Predicate Device Name: | TrueBeam™ /TrueBeam STx™/Edge™/VitalBeam (K231317) |
| Reference Device(s): | No reference devices were used in this submission. |
#### DEVICE DESCRIPTION
The TrueBeam and VitalBeam Radiotherapy System is a medical linear accelerator that delivered therapeutic radiation to patient in accordance with the physician's prescription.
The system consists of two major components – a photon, electron and diagnostic kV X-ray radiation beam producing component that is installed in a radiation-shielded vault and a control console area located outside the treatment room.
#### INTENDED USE
TrueBeam-TrueBeam STx-Edge: The TrueBeam ™ radiotherapy delivery system is intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated.
VitalBeam: The VitalBeam system is intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated.
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#### INDICATIONS FOR USE
#### TrueBeam-TrueBeam STx-Edge:
The TrueBeam™, TrueBeam STx and Edge™ Systems are intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation therapy is indicated for adults and pediatric patients. The TrueBeam radiotherapy system can produce CBCT images that can be used in image quided radiation therapy, and the simulation and planning for adaptive radiation therapy.
The TrueBeam, TrueBeam STx, and Edge Systems may be used in the delivery of radiation for treatment that includes: brain and spine tumors (such as glioma, meningioma, craniopharyngioma, pituitary tumors, spinal cord tumors, hemangioblastoma, orbital tumors, optic nerve tumors, and skull based tumors), head and neck tumors (such as unknown primary of the head and neck, oral cavity, hypopharynx, larynx, oropharynx, nasopharynx, sinonasal, salivary gland, and thyroid cancer), thoracic tumors (such as lung cancer, esophageal cancer, thymic tumors, and mesothelioma), qynecologic tumors (such as ovarian, cervical, endometrial, vulvar, and vaginal), gastrointestinal tumors (such as qastric, pancreatic, hepatobiliary, colon, rectal, and anal carcinoma), genitourinary tumors (such as prostate, bladder, testicular, and kidney), breast tumors, sarcomas, lymphoid tumors (such as Hodqkin's and non-Hodgkin's lymphoma), skin cancers (such as squamous cell, and melanoma), benign diseases (such as schwannoma, arteriovenous malformation, cavernous malformation, trigeminal neuralqia, chordoma, qlomus tumors, and hemanqiomas), metastasis (including all parts of the body such as brain, bone, liver, lung, kidney, and skin) and pediatric tumors (such as glioma, ependymoma, pituitary tumors, hemanqioblastoma, craniopharyngioma, metastasis, medulloblastoma, nasopharynqeal tumors, arteriovenous malformation, cavernous malformation, and skull base tumors), and medically refractory essential tremor (indicated for adults only).
### VitalBeam:
VitalBeam® is intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation therapy is indicated for adults and pediatric patients.
VitalBeam may be used in the delivery of radiation for treatment that includes: brain and spine tumors (such as glioma, meningioma, craniopharyngioma, pituitary tumors, spinal cord tumors, hemangioblastoma, orbital tumors, ocular tumors, optic nerve tumors, and skull based tumors), head and neck tumors (such as unknown primary of the head and neck, oral cavity, hypopharynx, larynx, oropharynx, nasopharynx, sinonasal, salivary gland, and thyroid cancer), thoracic tumors (such as lung cancer, esophageal cancer, thymic tumors, and mesothelioma), gynecologic tumors (such as ovarian, cervical, endometrial, vulvar, and vaginal), gastrointestinal tumors (such as gastric, pancreatic, hepatobiliary, colon, rectal, and anal carcinoma), genitourinary tumors (such as prostate, bladder, testicular, and kidney), breast tumors, sarcomas, lymphoid tumors (such as Hodgkin's and non-Hodgkin's lymphoma), skin cancers (such as squamous cell, basal cell, and melanoma), benign diseases (such as schwannoma, arteriovenous malformation, cavernous malformation, trigeminal neuralgia, chordoma, glomus tumors, and hemangiomas), metastasis (including all parts of the body such as brain, bone, liver,
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lung, kidney, and skin) and pediatric tumors (such as glioma, ependymoma, pituitary tumors, hemanqioblastoma, craniopharyngioma, metastasis, medulloblastoma, nasopharynqeal tumors, arteriovenous malformation, cavernous malformation, and skull base tumors).
The modification to the Indications for use do not change the Intended Use of the device, as the general purpose of the device and its function remain the same. There is no change to diseases or conditions the device is used for or the patient population for which the device is intended. Additionally, the intended therapeutic use of the device remains the same - "to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated." As demonstrated by the risk management activities per ISO 14971, the differences do not affect the safety and effectiveness of the device when used as labeled.
#### COMPARISON OF TECHNOLOGICAL CHARACTERISTICS
Both subject device and the predicate device contain the same technological characteristics and functional scientific technology to deliver radiation therapy and stereotactic radiosurgery by authorized medical practitioners. The Intended Use is unchanged. There are no changes in the principle of operation of the device. The biocompatibility of patient-contacting components remains the predicate device. The results of the verification, validation and safety standards testing demonstrates that there are no changes to the safety profile of the device.
The modified device, referred to as the "subject device" throughout this summary, is release version v4.1 (version 4.1) of the TrueBeam STx-Edge and VitalBeam System with additional software changes incorporated since the release version of the predicate device, version 4.0 (K231317).
At a high level, both the predicate device and the subject device are based on the same characteristics:
Both the subject device and the predicate device confiqurations use the same medical linear accelerator (linac) to deliver stereotactic radiosurgery and precision radiotherapy and support the same treatment techniques.
- . Both devices use the same couch and support the same couch motions.
- Both devices use the same integrated treatment and imaging consoles and support external . beam radiation delivery with X-RAY, Electron, and PHOTON beam for SRT/SRS.
- . Both devices use the same muti-leaf collimators and support a range of imaging techniques.
The significant difference (based on "Deciding When to Submit a 510(k) for a Software Change to an Existing Device. (October 2017)") compared to the predicate device is: Version 4.1 incorporates changes to the CBCT image reconstruction algorithm to allow for the use of CBCT images in the simulation and planning for adaptive radiation therapy.
TrueBeam v4.1 cannot deliver adaptive dosimetry on a real-time, per-fraction basis, but does support off-line adaptive treatment planning or delivery.
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#### PERFORMANCE DATA
The following performance data were provided in support of the substantial equivalence determination.
Verification and validation of the capability of the modified software and hardware to produce CBCT images for Image Guided Radiotherapy and simulation and planning for adaptive radiation therapy was completed. The image quality and dose calculation accuracy was assessed and compared with planning CT images for its suitability to support adaptive planning.
Hardware and software verification and validation testing was conducted according to the FDA Quality System Regulation (21 CFR 8820), ISO 13485 quality Management System standard, ISO 14971 Risk Management Standard and the other FDA recognized consensus standards listed below.
Test results showed conformance to applicable requirements specifications and assured hazard safequards functioned properly.
Software verification and validation testing were conducted, and documentation was provided as recommended by FDA's Guidance for Industry and FDA Staff, "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices." The software for this device was considered as a "major" level of concern.
There was no change to patient-contact materials biocompatibility in this medical device. Therefore, no change occurred in conformance to ANSI/AAMI/ISO 10993-1 "Biological Evaluation of Medical Devices – Part 1".
Human factors validation study was conducted according to the standard IEC 62366 to verify that TrueBeam, TrueBeam STx, Edge and VitalBeam v4.1 performs well as intended for the intended users, uses, and use environments.
The system complies with the IEC 60601-1 standards for safety and the IEC 60601-1-2 standard for EMC.
#### STANDARDS
Varian TrueBeam, TrueBeam STx, Edge and VitalBeam conforms to the following FDA recognized standards.
| IEC 60601-1 Ed 3.1 and 3.2 | IEC 62304:2006+A1:2015 | ISO 10993-1:2018 |
|----------------------------|--------------------------|------------------|
| IEC 60601-1-2:2014 | IEC 62366-1:2015+A1:2020 | ISO 15223-1:2021 |
| IEC 60601-1-3:2008/A1:2013 | IEC 61217:2011 | ISO 13485:2016 |
| IEC 60601-1-6:2010+A1:2013 | IEC 60976:2007 | ISO 14971:2019 |
| IEC 60601-2-1:2020 | IEC 62274:2005 | ISO 20417:2021 |
| IEC 60601-2-68:2014 | AAMI RT2:2017 | EN 1041:2018 |
### CLINICAL TESTING
No animal or clinical tests are being submitted to establish substantial equivalence with the predicate device.
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Image /page/8/Picture/0 description: The image shows the logo for Varian, a Siemens Healthineers Company. The word "Varian" is written in a bold, sans-serif font. Below the word "Varian" is the text "A Siemens Healthineers Company" in a smaller font. The logo is simple and modern.
# CONCLUSION
TrueBeam, TrueBeam STx, Edqe and VitalBeam 4.1 is substantially equivalent to the TrueBeam STx, Edge and VitalBeam 4.0 predicate device. The intended use is the same. The modifications to the indications for use do not change the Intended Use of the device, as the general purpose of the device and its function remain the same. The major technological characteristics are substantially equivalent to the predicate device, and the differences do not raise new questions of safety and effectiveness. The results of verification and validation as well as conformance to relevant safety standards demonstrate that TrueBeam, TrueBeam STx, Edge and VitalBeam meets the safety and performance criteria and is substantially equivalent to the predicate device.
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.