The Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) is indicated for the surgical ablation of soft tissue.
Device Story
System uses steep pulse (irreversible electroporation) technology for non-thermal soft tissue ablation; consists of main instrument (SPA-C02), disposable sterile probes (NPA-DJ01), and connection lines. Device connects up to six probes; delivers pulsed electric fields (500-3000V) to target tissue. Operated by clinicians in medical institutions via desktop console with digital display for parameter setting and process monitoring; no foot switch required. System features ECG synchronization to prevent cardiac interference; impedance and continuity monitoring. Energy delivery creates irreversible electroporation zones; pulse count (10-200) and width (10-100μs) adjustable to ensure uniform ablation. Benefits include non-thermal tissue destruction, preserving structural integrity of surrounding tissues. Safety validated via animal studies (Yorkshire pigs) and bench testing.
Clinical Evidence
No human clinical data provided. Evidence consists of bench testing (electrical safety, electromagnetic compatibility, software validation) and a comparative animal study using 54 Yorkshire pigs. Animal study evaluated ablation volume, cardiac safety distance (>1.6 cm), and thermal damage. Results showed ablation volume in the experimental group was comparable to the control group. Biocompatibility testing confirmed compliance with ISO 10993 standards.
Technological Characteristics
Bipolar electrosurgical system; 500-3000V output; 10-100μs pulse width; 10-200 pulses. Probes constructed of stainless steel with Parylene C insulating layer. Desktop form factor; 6-pin connector. Software-controlled with ECG synchronization. Sterilization method not explicitly stated, but probes are labeled 'Disposable Sterile'. Complies with IEC 60601-1, IEC 60601-1-2, and IEC 62366-1.
Indications for Use
Indicated for the surgical ablation of soft tissue in patients requiring such procedures.
Regulatory Classification
Identification
An electrosurgical cutting and coagulation device and accessories is a device intended to remove tissue and control bleeding by use of high-frequency electrical current.
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FDA U.S. FOOD & DRUG
ADMINISTRATION
August 12, 2026
Hangzhou Ruidi Biotechnology, Ltd.
% Xueping Deng
Regulation Affair Specialist
Beijing Tigermed-Jyton Co., Ltd.
Suite 309, 3f, Bldg. 2, Yard # A 10, Shangyuan Rd.
Mentougou District, Beijing, P.R.China
Beijing, Beijing 100000
China
Re: K253846
Trade/Device Name: Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) (SPA-C02); Disposable Sterile Steep Pulse Probe (NPA-DJ01); Probe connection line (NPA-LX-02)
Regulation Number: 21 CFR 878.4400
Regulation Name: Electrosurgical Cutting And Coagulation Device And Accessories
Regulatory Class: Class II
Product Code: OAB
Dated: December 2, 2025
Received: December 2, 2025
Dear Xueping Deng:
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
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
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K253846 - Xueping Deng
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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 Management System Regulation (QMSR) (21 CFR Part 820), which includes, but is not limited to, ISO 13485 clause 7.3 (Design controls), ISO 13485 clause 8.3 (Nonconforming product), ISO 13485 clause 8.5.2 (Corrective action), and ISO 13485 clause 8.5.3 (Preventative action). Please note that regardless of whether a change requires premarket review, the QMSR requires device manufacturers to review and approve changes to device design and production (ISO 13485 clause 7.3 and ISO 13485 clause 7.5) and document changes and approvals in the Medical Device File (ISO 13485 clause 4.2.3).
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 Management System Regulation (QMSR) (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
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K253846 - Xueping Deng
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(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,
Colin K.
Chen -S
Digitally signed by
Colin K. Chen -S
Date: 2026.08.12
09:37:53 -04'00'
Colin K. Chen, Ph.D.
Assistant Director
DHT4A: Division of General Surgery Devices
OHT4: Office of Surgical and
Infection Control Devices
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
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| 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. | K253846 | ? |
| Please provide the device trade name(s). | | ? |
| Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) (SPA-C02); Disposable Sterile Steep Pulse Probe (NPA-DJ01); Probe connection line (NPA-LX-02) | | |
| Please provide your Indications for Use below. | | ? |
| Steep Pulse Ablation Instrument is indicated for the surgical ablation of soft tissue. | | |
| 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) | ? |
Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe)
Page 10 of 68
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# 510(k) Summary
This summary of 510(K) safety and effectiveness information is being submitted in accordance with the requirements of SMDA 1990 and 21 CFR §807.92.
The assigned 510(K) number is: K253846
Date of Summary : September 4, 2025
## 1. Submitter
Hangzhou Ruidi Biotechnology Ltd.
8/F, 4th Building, NO.2959 Yuhangtang Road, Cangqian Street, Yuhang District,
Hangzhou, Zhejiang, 311121, China
## 2. Contact Person
Contact person: Jun Xu
Position: Regulation affair specialist
Tel: 0086-13857172774
E-mail: jun.xu@r-ablation.com
## 2.2 Designated Submission Correspondent
### Primary Contact Person:
Contact person: Xueping Deng
Position: Regulation affair specialist
Beijing Tigermed-Jyton Co., Ltd
Suite 309, 3F, Building 2,Yard No. A 10, Shangyuan Road, Mentougou District,
Beijing, P.R.China
Tel: 0086-13647628640
Fax: 0086-22-27430896
E-mail: xueping.deng@tigermedgrp.com
### Secondary Contact Person
Contact person: Chen Zhao
Position: Regulation affair specialist
Beijing Tigermed-Jyton Co., Ltd
Suite 309, 3F, Building 2,Yard No. A 10, Shangyuan Road, Mentougou District,
Beijing, P.R.China
Tel: 0086-15022738807
Fax: 0086-22-27430896
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E-mail: chen.zhao@tigermedgrp.com
### 3. Date Prepared: September 4, 2025
### 4. Proposed Device Information
Trade name: Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe)
Model: SPA-C02
Common name: Low Energy Direct Current Thermal Ablation System
Classification name: General & Plastic Surgery
Review Panel: General & Plastic Surgery
Product Code: OAB
Regulation Class: II
Regulation Number: 21 CFR 878.4400
### 5. Predicate Device Information
| Manufacturer | Device Name | 510(K) Number |
| --- | --- | --- |
| Angiodynamics | NanoKnife System | K183385 |
### 6. Device Description
Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) contain steep pulse ablation instrument, Disposable Sterile Steep Pulse Probe and Probe connection line.
| Product name | Model Type | Specifications |
| --- | --- | --- |
| Steep Pulse Ablation Instrument | SPA-C02 | / |
| Disposable Sterile Steep Pulse Probe | NPA-DJ01 | \( \varphi 1.0 \times 10.0 \text{mm} \) |
| | | \( \varphi 1.0 \times 15.0 \text{mm} \) |
| | | \( \varphi 1.0 \times 20.0 \text{mm} \) |
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| Probe connection line | NPA-LX-02 | L1.5m |
| --- | --- | --- |
The steep pulse ablation instrument (model: SPA-C02) consists of the main machine and power cord, which is powered by connecting to the external power supply and can be put on the desktop for use. The steep pulse ablation instrument has four fulcrum points, which can be moved in parallel, with a digital display providing a visual running process monitoring and parameter setting for the operator.
The Steep Pulse Ablation Instrument has six pulse output ports, which can connect six Probes at the same time. Any two of six pulse output ports can be combined, and two Probes form a group.
The steep pulse ablation instrument (model: SPA-C02) is designed for non-thermal electric pulse ablation of soft tissue. It transmits the energy of the pulsed electric field to the soft tissue at the target site through a special ablation Probe. This product is used in the medical institutions and is applicable to the surgical soft tissue ablation.
The Steep Pulse Ablation Instrument transfers energy to the ablation target area with the Probe.
## 7. Intended use
The intended purpose is for the surgical ablation of soft tissue.
## 8. Indications for Use
The Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) is indicated for the surgical ablation of soft tissue.
## 9. Comparison to Predicate Device
The Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) have the same intended use, similar technological characteristics as the following predicate device and are substantially equivalent with regards to safety and effectiveness.
K183385 NanoKnife System, manufactured by Angiodynamics.
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The following table shows similarities and differences of technological characteristics between our device and the predicate devices.
| Comparison Elements | | | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- | --- | --- |
| 510(k) Number | | | - | K183385 | / |
| 510(k) Submitter | | | Hangzhou Ruidi Biotechnology Ltd. | Angiodynamics | / |
| Product name | | | Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) | NanoKnife System | / |
| Classification name | | | 878.4400 | 878.4400 | Identical |
| Product code | | | OAB | OAB | Identical |
| Indications for use | | | The Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) is indicated for the surgical ablation of soft tissue. | The NanoKnife System with six outputs is indicated for the surgical ablation of soft tissue. | Identical |
| Working mode | | | Steep pulse mode | Steep pulse mode | Identical |
| Prescription or OTC | | | Prescription | Prescription | Identical |
| Component | | | Steep Pulse Ablation Instrument, Disposable Sterile Steep Pulse Probe | NanoKnife Generator, Electrode Probes, Foot Pedal | Difference 1. No foot switch of the subject device. Difference will not impact product safety and effectiveness |
| ESU | Bipolar or monopolar | | Bipolar | Bipolar | Identical |
| | Pulse Amplitude/Voltage output | | 500~3000V | 500~3000V | Identical |
| | Pulse amplitude precision | | ±5% | ±5% | Identical |
| | Maximum output current | Pulse mode | ~50A | ~50A | Identical |
| | Pulse width | Monophasic pulse mode | 10 ~100 μS | 20 ~ 100 μs | Difference 2 The difference will not impact product safety and effectiveness. |
| | Pulse width precision | | ±2μs | ±2μs or ±2% (whichever is larger) | Identical |
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| Comparison Elements | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| | Number of pulse(s) | 10 ~ 200 | 10 ~ 100 | Difference 3 The minimum number of pulses is the same with predicate device. The number of pulses can be increased to achieve a more thorough and uniform ablation within the area, without affecting the safety and effectiveness of clinical use. |
| Volts/cm | 500~3000 | 500 ~ 3000 | Identical |
| Maximum probes | 6 | 6 | Identical |
| Pulse frequency, Un-sync | 90PPM/every 10 pulse | 240PPM/every 10 pulse 90PPM/every 10 pulse | Identical |
| Pulse frequency, Sync | ECG, frequency varies depending on heart rate | ECG, frequency varies depending on heart rate | Identical |
| ECG synchronization triggering | Yes | Yes | Identical |
| Impedance monitor | Yes | Yes | Identical |
| Continuity monitor | Yes | Yes | Identical |
| RF Output frequency | N/A (refer to Pulse frequency) | N/A (refer to Pulse frequency) | Identical |
| Waveform | monophasic | Square wave with steep edge (one direction) | Square wave with steep edge (one direction) | Identical |
| Maximum Energy per Pulse (normal) | 15J | 15J | Identical |
| Physical dimension | 547mm(L)x524mm(W)x192mm(H) | 680mm(L)x560mm(W)x1490mm(H) | Different 4 Different product dimension will not impact product safety and effectiveness. |
| Active access | Monopolar or bipolar | Monopolar | Monopolar | Identical |
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| Comparison Elements | | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- | --- |
| ory | Physical dimension | Monopolar Probe lengths: 15cm. Working length is 1cm, 1.5cm, 2cm. Probe needle size: 1mm. | Monopolar length: 15 cm, 25cm, working length is adjustable in 0.5 cm increments from 0 -4 cm via the thumbslide. Probe needle size: 19G Bipolar: not available. | Different 5 Difference will not impact product safety and effectiveness. |
| | Connector type | 6 pins | 6 pins | Identical |
| | Patient contact Materials | Stainless steel, Parylene C | Stainless steel, PI | Different 6 Difference will not impact product safety and effectiveness. |
Our device and the predicate device differ in the following areas.
The features of the Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) are compared to predicate devices in the form of above tables.
Our device and the predicate device differ in the following areas.
#### (1) Different 1: Component
The start-up and shutdown of the subject device, as well as the energy output, can be controlled by the button and screen of instrument. The operation of buttons and screens can achieve the same effect as Foot Pedal. Waveform and Output Test and Animal test can prove product safety and effectiveness. So, different of Foot Pedal will not impact product safety and effectiveness.
#### (2) Different 2: Pulse width
The minimum pulse width of this product is \( 10\mu s \) , with higher precision. It provides an additional option for pulse ablation in a small range. The pulse energy within the \( 10\mu s-20\mu s \) range is smaller, without increasing the safety risk for clinical application. Since the typical pulse width for clinical application is \( 90\mu s \) , the recommended effective ablation pulse width is within the \( 50\mu s-100\mu s \) range. Therefore, it does not
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bring any new risks to effectiveness. Waveform and Output Test Report and animal test result can prove product safety and effectiveness. So, different product pulse width will not impact product safety and effectiveness.
#### (3) Different 3: Pulse number
During the soft tissue ablation process using the steep pulse ablation instrument, when the probe spacing is 10-20mm, due to the voltage pitch ratio setting range being 1500V/cm to 3000V/cm, 70-100 pulses within the pulse ablation range can form a continuous irreversible electroporation ablation area, and no additional pulse count is required. In some larger soft tissue ablation application cases, when the electrode spacing exceeds 20mm, the voltage pitch ratio is less than 1500V/cm, and it is prone to form a discontinuous irreversible electroporation ablation area. At this time, increasing the pulse count is necessary to enhance the continuity and uniformity of the pulse ablation area. Setting the pulse count between 100 and 200 will form a better ablation area. These application scenarios do not increase the safety risk of clinical application nor pose a risk to effectiveness.
#### (4) Different 4: Physical dimension of ESU
Steep Pulse Ablation Instrument is active device host; the external size will not affect the effectiveness and safety of device.
#### (5) Different 5: Physical dimension of Active accessory
Probe: The subject device probe length is 15cm, predicate device monopolar probe has 15cm length probe, they are same. Predicate device also has the probe length is 25cm. Predicate device working length is 0-4cm, adjustable in 0.5cm, subject device probe working length is 1cm, 1.5cm, 2cm. subject device probe working length included in the scope of Predicate device and reference device working length.
Needle: The way of needle diameter is expressed for Subject device and Predicate device is different, Predicate device needle diameter is 19G=1.067mm, it's nearly the same with Subject device 1mm diameter. Different diameter will not impact product safety and effectiveness.
We conducted contrast animal test on subject device and predicate device, the ablation effect is the same.
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(6) Different 6: Patient contact Materials of Active accessory
The subject device probe contact person materials are stainless steel and Parylene C, the predicate device and reference device contact person materials are stainless steel and PI, the different material is insulating layer Parylene C. Compare with PI, Parylene C has higher chemical stability and electrical insulation. The probes have passed the biocompatibility test and meet the ISO 10993 Cytotoxicity, Sensitization, Irritation or Intracutaneous reactivity Acute systemic toxicity and pyrogenicity. It can prove the safety of the product. So, this difference does not affect the effectiveness and safety of our device. Specific documents reference to: W62-0001-BVO, W62-0002-BVO, W62-0003-BVO, W62-0004-BVO, W62-0005-BAR.
So this difference does not affect the effectiveness and safety of our device.
## 10. Non-Clinical Performance Data
### Biocompatibility Tests
The Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) has been evaluated in accordance with Part 10993 of the International Standard Organization (ISO). Standard tests administered include:
- ISO 10993-5: 2009 Biological Evaluation of Medical Devices - Part 5: Tests for in vitro cytotoxicity.
- ISO 10993-10: 2021 Biological evaluation of medical devices - Part 10: Tests for skin sensitization
- ISO 10993-11:2017 Biological Evaluation of Medical Devices - Part 11: Tests for Systemic Toxicity
- ISO 10993-23:2021 Biological evaluation of medical devices - Part 23: Tests for irritation
### Performance Tests
- IEC 60601-1:2005, IEC 60601-1:2005/AMD1:2012, IEC 60601-1:2005/AMD2:2020
- IEC 60601-1-6:2010, IEC 60601-1-6:2010/AMD1:2013, IEC 60601-1-6:2010/AMD2:2020
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- IEC 62366-1:2015/AMD1:2020
- IEC 60601-1-2:2014/AMD1:2020
- IEC TR 60601-4-2:2016
# Software Verification and Validation Testing
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, since a failure or latent flaw in the software could directly result in serious injury or death to the patient or operator.
# Animal Study
Animal study was conducted. A total of 54 Yorkshire pigs were included in this animal study: all 54 animals were used for chronic experiments (27 in the experimental group and 27 in the control group). Among them, six animals will also be used in acute animal studies (only for the experimental group), three for cardiac safety distance studies, and three for thermal damage studies.
Based on result of chronic experiments, the ablation volume in the experimental group was comparable to the control group three days after ablation.
Based on the results of the cardiac safety distance test using clinically representative settings, the animal study demonstrates safe use when the distance from the heart is greater than 1.6 cm. The actual safe distance in human clinical use shall be determined based on the clinician's evaluation to ensure patient safety.
Conclusion: The Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) have demonstrated the product has same intended use and similar technological characteristics as that of the predicate device. Performance testing showed it performs in a manner that is substantially equivalent to the legally marketed predicate device.
# 11. Substantial Equivalent Conclusions
Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) has
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the same intended use, similar technological characteristics as the predicate device. Moreover, non-clinical testing and animal test contained in this submission demonstrated that any difference in their technological characteristics does not raise any new issues of safety and effectiveness.
In conclusion, Steep Pulse Ablation Instrument (including Disposable Sterile Steep Pulse Probe) is substantial equivalent to the predicate device.
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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.