K193207 · Our United Corporation · IYE · Aug 7, 2020 · Radiology
Device Facts
Record ID
K193207
Device Name
TaiChiA
Applicant
Our United Corporation
Product Code
IYE · Radiology
Decision Date
Aug 7, 2020
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.5050
Device Class
Class 2
Attributes
Therapeutic, Pediatric
Indications for Use
TaiChiA, is a Medical Linear Accelerator intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated.
Device Story
TaiChiA is a single-energy medical linear accelerator (LINAC) for image-guided radiation therapy (IGRT) and radiosurgery. It delivers photon-based radiation using 3DCRT, IMRT, and VMAT techniques. The system includes an accelerator, patient support, and a control console. It utilizes kV image guidance technology (IGRT) for patient positioning. The device is operated by clinical staff in a radiation-shielded treatment room. The system transforms a prescribed treatment plan into radiation delivery, with the clinician using the output to treat lesions or tumors. Benefits include precision radiotherapy and stereotactic radiosurgery capabilities. The device features continuous gantry rotation and a maximum dose rate of 1400 cGy/min.
Clinical Evidence
No clinical data. Bench testing only. Performance verified through electrical safety (IEC 60601-1, IEC 60601-1-2), functional performance (IEC 60976), radiation safety (IEC 60601-2-1, IEC 60601-1-3, IEC 60601-2-68), and software/hardware verification and validation per FDA guidance.
Technological Characteristics
Single-energy (6MV FFF) medical linear accelerator. Features: kV-based IGRT, single-layer MLC (120 leaves, 0.5/1.0 cm resolution), continuous gantry rotation, 1400 cGy/min max dose rate. Connectivity: Integrated control console. Standards: IEC 60601-1, IEC 60601-1-2, IEC 60601-2-1, IEC 60601-2-68, IEC 61217, IEC 62274, IEC 62366-1, IEC 60601-1-6, IEC 60976, ISO 15223-1, ISO 10993-1.
Indications for Use
Indicated for stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated in adults and pediatric patients.
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.
TrueBeam, TrueBeam STx, and Edge Radiotherapy Delivery System (K171733)
Submission Summary (Full Text)
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Image /page/0/Picture/0 description: The image contains the logo of the U.S. Food and Drug Administration (FDA). On the left is the Department of Health & Human Services logo. To the right of that is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
Our United Corporation % Qi Liu Regulatory Affairs Engineer 3rd Floor, Unit 1, Block 28 ShouChuang International Business Center, NO.66 Xi'an. Shaan xi 710018 CHINA
August 7, 2020
Re: K193207
Trade/Device Name: TaiChiA Regulation Number: 21 CFR 892.5050 Regulation Name: Medical charged-particle radiation therapy system Regulatory Class: Class II Product Code: IYE Dated: July 5, 2020 Received: July 10, 2020
Dear Qi Liu:
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 (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 located 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.
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
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801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 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 4. Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 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 medical devices and radiation-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,
For
Thalia T. Mills, Ph.D. Director Division of Radiological Health OHT7: Office of In Vitro Diagnostics and Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K193207
Device Name TaiChiA
#### Indications for Use (Describe)
TaiChiA, is a Medical Linear Accelerator intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors,and conditions anywhere in the body where radiation treatment is indicated.
Type of Use (*Select one or both, as applicable*):
| <span style="font-size:10pt;"><b></b></span> <span style="font-size:10pt;"><b></b></span> <span style="font-size:10pt;"><input checked="true" type="checkbox"/> Prescription Use (Part 21 CFR 801 Subpart D)</span> |
|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| <input type="checkbox"/> Over-The-Counter Use (21 CFR 801 Subpart C) |
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# Premarket Notification [510(k)] Summary OUR UNITED CORPORATION TaiChiA Medical Linear Accelerator
# The following information is provided following the format of 21 CFR 807.92. I.GENERAL INFORMATION
K193207
| Date Prepared: | July 5th 2020 |
|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Submitter's Name: | OUR UNITED CORPORATION<br>3rd Floor, Unit 1, Block 28, ShouChuang International Business<br>Center, No.66, Fengcheng 12 Road, Weiyang District, Xi'an<br>City, Shaanxi Province, China. |
| Contact Person: | Qi Liu<br>Phone: +86 15389012257<br>Email: qi.liu@ourunited.com |
| II.DEVICE<br>INFORMATION | |
| Proprietary Name: | TaiChiA |
| Classification Name: | Medical charged-particle radiation therapy system |
| Device Regulation: | 21 CFR 892.5050 |
| Device Class: | Class II |
| Product Code: | IYE |
| Common/Usual Name: | Medical Linear Accelerator |
| III.PREDICATE<br>DEVICE | Varian Medical Systems Halcyon (K181032) |
| Reference Device | TrueBeam, TrueBeam STx, and Edge Radiotherapy Delivery<br>System (K171733) |
| IV. Device Description: | TaiChiA Medical Linear Accelerator, has been designed to<br>deliver radiation treatment in accordance with a prescribed plan.<br>This system utilizes kV image guidance technology (IGRT) to<br>deliver photon based radiation therapy treatments, using an<br>integrated rotating linear accelerator system. |
| TaiChiA is a single energy medical linear accelerator designed to<br>deliver Image Guided Radiation Therapy and Radiosurgery,<br>using 3DCRT, IMRT and VMAT techniques. It consists of the<br>accelerator and patient support within a radiation shielded<br>treatment room and a control console in the control room. | |
| V. Intended Use: | TaiChiA, is a Medical Linear Accelerator intended to provide<br>stereotactic radiosurgery and precision radiotherapy for lesions,<br>tumors, and conditions anywhere in the body where radiation<br>treatment is indicated. |
| VI. Indications for Use: | TaiChiA, is a Medical Linear Accelerator intended to provide<br>stereotactic radiosurgery and precision radiotherapy for lesions.<br>tumors, and conditions anywhere in the body where radiation |
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### VII. COMPARISION WITH THE PREDICATE DEVICE
treatment is indicated.
The Halcyon system (K181032) from Varian Medical Systems, Inc. (Palo Alto, CA) is selected as the primary predicate device of the TaiChiA system from OUR United Corporation (Xi'an, China) because of their similarities. Both devices have the same general intended use and indications for use, i.e., provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated. The two systems have similar major components and comparable specifications that include beam energy, Dmax, depth dose at 10cm, symmetry, off axis intensity, dose output and constancy, collimator rotation, target to gantry axis distance, bore diameter, radiation isocenter size, maximum leaf over travel, leaf interdigitating, leaf end position accuracy, low MLC leakage, shift positioning accuracy and degrees of freedom.
The two systems have few different specifications on beam collimation, maximum dose rate, imaging system, gantry rotation and couch. Regarding beam collimation, TaiChiA is equipped with a single layer MLC with a maximum leaf speed of 2.5cm/s and maximum field size of 40cm, while Halcyon has a double layer MLC with maximum leaf speed of 5.0cm/s and maximum field size of 28cm x 28cm. Halcyon supports a faster MLC leaf speed but has a smaller treatment field size. Compared to Halcyon, TaiChiA has a higher maximum dose rate (1400cGy/min vs. 800cGy/min) which can improve treatment efficiency. Regarding gantry rotations, based on slip-ring technology, TaiChiA can rotate the gantry continuously, while Halcyon is limited to +/- 185 degrees from the nominal angle with a state of zero degree, but has a faster maximum rotation speed. While both systems have a treatment couch weight specification which supports 95% of the patient population, Halcyon has a higher supported maximum weight limit. Due to the differences of isocenter height and gantry structure, TaiChiA has different couch travel range than Halcyon, but both systems meet the clinical coverage requirements of all standard treatment types.
As TaiChiA has some appreciable differences with Halcyon regarding the maximum dose rate, the beam collimation system, and the imaging system, the Varian TrueBeam system (K171733) is selected as the reference device for comparisons with TaiChiA. The TrueBeam system just like TaiChiA has an identical intended use, a 6MV FFF beam with maximum dose rate of 1400cGy/min, and is equipped with a single layer MLC system with 2.5cm/s maximum leaf speed and a maximum field size of 40cm x 40cm, and kV imaging capabilities.
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The above-mentioned differences between TaiChiA and Halcyon have been verified and validated. It is demonstrated that these differences do not affect the TaiChiA's safety and effectiveness for patient treatment. The TaiChiA system is as safe and effective as the predicate device.
Detailed comparisons of TaiChiA with Halcyon (the predicate device) and TrueBeam (the reference device) are provided in the following tables, respectively.
| NO. | Attribute/Feature | Predicate Device<br>Varian Halcyon (K181032) | Proposed Device<br>TaiChiA Medical Linear<br>Accelerator |
|-----------------------------------------------------------|---------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | General Information | | |
| 1 | Intended Use | The Halcyon 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. | TaiChiA, is a Medical Linear Accelerator, intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated. |
| 2 | Indications for Use | Halcyon is indicated for the delivery of stereotactic radiosurgery and precision radiotherapy for lesions, tumors and conditions anywhere in the body where radiation is indicated for adults and pediatric patients. | TaiChiA, is a Medical Linear Accelerator, intended to provide stereotactic radiosurgery and precision radiotherapy for lesions, tumors, and conditions anywhere in the body where radiation treatment is indicated. |
| | Beam Specification | | |
| 3 | Beam energy (MV) | 6MV, FFF | 6MV, FFF |
| 4 | Maximum dose rate (cGy/min) | Up to 800 | Up to 1400 |
| 5 | Maximum treatment field (cm) | 28×28 | 40×40 |
| 6 | Dmax (cm) | $1.3\pm0.2$ | $1.5\pm0.2$ |
| 7 | Percentage dose at 10 cm depth (%) | $63.0\pm1.0$ | $65.0 \pm 2.0$ |
| 8 | Off axis intensity (%) | $79.0\pm2.0$ | $76.0 \pm 2.0$ |
| 9 | Symmetry (%) | $\le2.0$ | $\le3.0$ |
| | Dosimetry Specifications | | |
| 10 | Dose output vs. Total MU requested | 1.0% or 1.0 MU whichever is greater | 2% |
| 11 | Dose output constancy vs gantry angle (%) | $\pm 1.0$ | $\pm 1.0$ |
| | Geometric Specifications | | |
| 12 | Gantry rotation range (degrees) | $\pm 185$ | No limit (continuous rotation) |
| 13 | Collimator rotation<br>range (degrees) | $\pm$ 90 | $\pm$ 90 |
| 14 | Source to axis<br>distance (cm) | 100 | 100 |
| 15 | Isocenter height<br>relative to the floor<br>(cm) | 110 | 95 |
| 16 | Bore Diameter (cm) | 100 | 95 |
| 17 | Radiation isocenter<br>size (mm) | $\le$ 0.90 | $\le$ 1.0 |
| 18 | Gantry maximum<br>rotational speed<br>(RPM) | Up to 4.0 | Up to 1.0 |
| 19 | Collimator<br>maximum rotation<br>speed (RPM) | Up to 2.5 | Up to 1.0 |
| | Beam Shaping Specifications | | |
| 20 | Multi-Leaf<br>Collimator (MLC) | Two layers opposed leaf banks | Single layer opposed leaf banks |
| 21 | Maximum leaf<br>speed (cm/sec) | Up to 5.0 | Up to 2.5 |
| 22 | Number of MLC<br>leaves | 114 (in two layers) | 120 |
| 23 | Leaf resolution at<br>isoplane (cm) | 1.0 | 0.5 and 1.0 |
| 24 | Maximum leaf over<br>travel (cm) | 14.0 | 16.0 |
| 25 | Leaf interdigitating | Yes | Yes |
| 26 | Leaf end position<br>accuracy (cm) | $\pm$ 0.1 | $\pm$ 0.1 |
| 27 | Average leaf<br>transmission (%) | $\le$ 0.01 | $\le$ 1.0 |
| | Couch Specifications | | |
| 28 | Weight limit with<br>IGRT couch top<br>(kg) | 228 | 135 |
| 29 | Shift positioning<br>accuracy (cm) | $\le$ 0.05 | $\le$ 0.05 |
| 30 | Degrees of freedom | 3 | 3 |
| 31 | Lateral travel range<br>(cm) | $\pm$ 20.8 | $\pm$ 15.0 |
| 32 | Vertical travel<br>range (cm) | -47.5 to 0.0 | -28.0 to 10.0 |
| 33 | Longitudinal travel<br>range (cm) | 165.5 | 180.0 |
| Imaging Specifications | | | |
| 34 | Imaging beam | MV | kV |
| 35 | Imaging field of | $28.0 \times 28.0$ | $\phi$ 25.0 for head scan |
| | view (cm) | | $\phi$ 44.5 for body scan |
| 36 | Image<br>and | $\leq$ 0.1 | $\leq$ 0.1 |
| | treatment | | |
| | coincidence (cm) | | |
| 37 | CBCT acquisition | 256 x 256 reconstruction matrix / | 512 $\times$ 512 reconstruction matrix/ |
| | mode | 200 | 200 (head) or 360 (body) |
| | (pixels/degrees) | | |
| 38 | Dose per | 2 or 4MU (cGy) | <0.1cGy |
| | orthogonality | MV-MV | kV-kV |
| | imaging acquisition | | |
| 39 | Dose per CBCT | 5 or 10 (cGy) | <1.0cGy |
| | acquisition | | |
| Treatment Delivery and Imaging Acquisition Specifications | | | |
| 40 | Imaging techniques | MV CBCT (3D) or MV/MV (2D) | kV CBCT (3D) or kV/kV (2D) |
| 41 | Treatment delivery | 3D, 3DCRT Field in Field, | 3DCRT, IMRT, VMAT |
| | techniques | IMRT/IMRS, RapidArc and | |
| | | VMAT | |
## Comparisons of TaiChiA with Halcyon (Predicate Device)
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# Comparisons of TaiChiA with TrueBeam (Reference device)
| NO. | Attribute/Feature | Reference Device<br>TrueBeam (K171733) | Proposed Device<br>TaiChiA Medical Linear Accelerator |
|------------------------------------------------------------------|----------------------------------------------|--------------------------------------------------------------------------------------------------|-------------------------------------------------------|
| Dose Rate, Field size, MLC and Gantry, Collimator rotation speed | | | |
| 1 | Beam energy<br>(MV) | 6/8/10/15/18/20MV with FF<br>6/10MV with FFF<br>6MV with FFF is one of<br>TrueBeam's beam energy | 6MV with FFF |
| 2 | Maximum dose<br>rate (cGy/min) | Up to 1400<br>with FFF at 6MV beam | Up to 1400<br>with FFF at 6MV beam |
| 3 | Dose Monitoring<br>System<br>Proportionality | $\pm$ 1% | 2% |
| 4 | Maximum<br>treatment field<br>(cm) | 40×40 | 40×40 |
| 5 | Multi-Leaf<br>Collimator (MLC) | Single layer opposed leaf banks | Single layer opposed leaf banks |
| 6 | Maximum leaf<br>speed (cm/sec) | Up to 2.5 | Up to 2.5 |
| 7 | Leaf resolution at<br>isoplane (cm) | 0.5 and 1.0 | 0.5 and 1.0 |
| 8 | Number of MLC<br>leaves | 120 | 120 |
| 9 | Average leaf<br>transmission (%) | $\leq$ 2.0 | $\leq$ 1.0 |
| 10 | Gantry maximum | Up to 1.0 | Up to 1.0 |
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| | rotational speed<br>(RPM) | | |
|------------------------|-----------------------------------------------------|------------------------------------------------------------|------------------------------------------------------------|
| 11 | Collimator<br>maximum rotation<br>speed (RPM) | Up to 1.0 | Up to 1.0 |
| Imaging Specifications | | | |
| 12 | Imaging<br>techniques | kV CBCT or kV/kV | kV CBCT or kV/kV |
| 13 | Imaging beam | kV | kV |
| 14 | Imaging field of<br>view (cm) | $\phi$ 25.0 for head scan<br>$\phi$ 46.0 for body scan | $\phi$ 25.0 for head scan<br>$\phi$ 44.5 for body scan |
| 15 | Imaging<br>length(cm) | 17.0 for head scan<br>15.5 for body scan | 17.0 for head scan<br>19.0 for body scan |
| 16 | CBCT acquisition<br>mode<br>(pixels/degrees) | 512×512 reconstruction matrix/<br>200 (head) or 360 (body) | 512×512 reconstruction matrix/<br>200 (head) or 360 (body) |
| 17 | Dose per<br>orthogonality<br>imaging<br>acquisition | <0.1cGy<br>kV-kV | <0.1cGy<br>kV-kV |
| 18 | Dose per CBCT<br>acquisition | <1.4cGy | <1.0cGy |
# VIII. PERFORMANCE DATA
The following performance data were provided in support of the substantial equivalence:
### Electrical Safety and Electromagnetic Compatibility (EMC)
Electrical safety and electromagnetic compatibility (EMC) testing were conducted on this medical device. The system complies with the IEC 60601-1Medical Electrical Equipment - Part I General requirements for basic safety and essential performance for the safety and the IEC 60601-1-2 Medical electrical equipment Part 1-2 General requirements for basic safety and essential performance -Collateral standard Electromagnetic compatibility-Requirements and tests for EMC.
### Bench Test
Successful testings were performed in accordance with following standards:
IEC60601-2-1:2005, Medical electrical equipment - Part 2-1: Particular requirements for the basic safety and essential performance of electron accelerators in the range 1 MeV to 50 MeV
IEC60601-1-3:2013, Medical electrical equipment - Part 1-3: General requirements for basic safety and essential performance - Collateral Standard: Radiation protection in diagnostic X-ray equipment
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IEC60601-2-68:2014. Medical electrical equipment - Part 2-68: Particular requirements for the basic safety and essential performance of X-ray-based image-guided radiotherapy equipment for use with electron accelerators, light ion beam therapy equipment and radionuclide beam therapy equipment
IEC61217:2011, Radiotherapy equipment - Coordinates, movements and scales
IEC62274 :2005. Medical electrical equipment - Safety of radiotherapy record and verify systems
IEC62366-1:2015, Medical devices - Part 1: Application of usability engineering to medical devices
IEC60601-1-6:2013, Medical electrical equipment - Part 1-6: General requirements for basic safety and essential performance - Collateral standard: Usability
IEC60976:2007, Medical electrical equipment Medical electron accelators - Functional performance characteristics
RT2:2017 Radiation therapy readiness check
ISO 15223-1: 2016, Medical devices - Symbols to be used with medical device labels, labelling, and information to be supplied - Part 1: General requirements
ISO10993-1:2009. Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process
# Hardware and Software Verification and Validation Testing
Hardware and software verification and validation process were conducted according to the FDA Quality System Regulation (21 CFR §820), ISO 13485 Quality Management System standard, ISO 14971 Risk Management Standard and the other FDA recognized consensus standards.
Test results showed conformance to applicable requirements specifications and assured hazard safeguards functioned properly. Software verification 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.
# Animal or clinical test
Not applicable for TaiChiA
# Summarv
The verification and validation testing demonstrated that TaiChiA has met its specifications, demonstrated substantially equivalent performance to the predicate device and met its intended use.
# IX. CONCLUSIONS
The TaiChiA has the same intended use, fundamental scientific technology and principles of operation as the predicate device.
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The differences between TaiChiA and predicate device do not raise any new safety or effectiveness issues. The differences are substantial equivalent to the reference device.
The Verification and Validation demonstrate that the device is as safe and effective as the predicate. OUR therefore believes that TaiChiA is substantially equivalent to the predicate device.
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Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
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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.
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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.
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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.
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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.
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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.