K223095 · Asensus Surgical, Inc. · NAY · Mar 16, 2023 · Gastroenterology, Urology
Device Facts
Record ID
K223095
Device Name
Senhance Surgical System
Applicant
Asensus Surgical, Inc.
Product Code
NAY · Gastroenterology, Urology
Decision Date
Mar 16, 2023
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 876.1500
Device Class
Class 2
Attributes
Therapeutic, Real-World Evidence, Pediatric
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K223095 · Mar 16, 2023
Senhance Surgical System
Asensus Surgical, Inc.
Retrospective clinical data review of 32 pediatric patients; Systematic literature review of peer-reviewed research publications (7660+ pediatric procedures)
The sponsor used retrospective clinical data from 32 pediatric patients and a systematic literature review of alternative surgical techniques (laparoscopic, open, and robotic) to support the safety and effectiveness of the Senhance Surgical System for the expanded pediatric indication (ages 2+ and weight 10kg+).
Pediatric; Retrospective clinical review; Systematic literature review; Comparative effectiveness
Clinical Evidence
Study Design
Population
Comparator
Key Endpoints
Retrospective clinical data review; Retrospective clinical data review
Laparoscopic, open, and robotically assisted surgery
Length of stay, surgical complications, estimated blood loss, conversion rates, readmission rates, re-operation rates, mortality, operative time
Indications for Use
The Senhance Surgical System is intended to assist in the accurate control of laparoscopic instruments for visualization and endoscopic manipulation of tissue including grasping, cutting, blunt and sharp dissection, approximation, ligation, electrocautery, suturing, mobilization, and retraction. The Senhance Surgical System is intended for use in general laparoscopic surgical procedures and laparoscopic gynecological surgery. The system is indicated for adult and pediatric use. It is intended for use by trained physicians in an operating room environment in accordance with the instructions for use. Use of the device is limited to patients two (2) years of age and older and a weight equal to or above 10kg, who are suitable to be subjected to a conventional endoscopic technique.
Device Story
Multi-arm, console-based robotic system for laparoscopic surgery; enables remote tele-operation of instruments and endoscopes. Surgeon console (cockpit) features manipulators/handles and video monitor; Intelligent Surgical Unit (ISU) serves as communication hub between cockpit and manipulator arms. System inputs: surgeon hand movements; optional eye-tracking for camera control. System outputs: robotic arm movement; endoscopic video display; optional force feedback (tactile sensory input) to surgeon handles. Used in operating rooms by trained physicians. Benefits: provides robotic assistance for tissue manipulation (grasping, cutting, suturing, etc.) while maintaining laparoscopic approach; force feedback aids in sensing tissue elasticity.
Clinical Evidence
Retrospective clinical data review of 32 pediatric patients (ages 2-18, weight 12-117kg) undergoing various general/gynecological procedures. Results: 1 intra-operative complication, 5 post-operative complications, 4 conversions to standard laparoscopy, 0 conversions to open surgery. Compared against systematic literature review of 7,660 pediatric procedures (robotic, laparoscopic, open). Metrics: Length of stay (3.88 days), surgical complication rate (3.13%), conversion rate (12.50%), 30-day readmission (3.13%), 30-day re-operation (6.25%), mortality (0%), operative time (141.47 min). Data demonstrates safety and effectiveness comparable to alternative techniques.
Technological Characteristics
Multi-arm robotic system; tele-operation principle. Components: surgeon console, manipulator arms, ISU, laparoscopic instruments. Features: force feedback (tactile), eye-tracking camera control. Materials similar to traditional laparoscopic instrumentation. Connectivity: ISU-based communication hub. Software: robotic control algorithms. Sterilization: compatible with standard laparoscopic instrument sterilization methods.
Indications for Use
Indicated for adult and pediatric patients (≥2 years, ≥10kg) undergoing general laparoscopic or gynecological surgical procedures, provided they are suitable for conventional endoscopic techniques.
Regulatory Classification
Identification
An endoscope and accessories is a device used to provide access, illumination, and allow observation or manipulation of body cavities, hollow organs, and canals. The device consists of various rigid or flexible instruments that are inserted into body spaces and may include an optical system for conveying an image to the user's eye and their accessories may assist in gaining access or increase the versatility and augment the capabilities of the devices. Examples of devices that are within this generic type of device include cleaning accessories for endoscopes, photographic accessories for endoscopes, nonpowered anoscopes, binolcular attachments for endoscopes, pocket battery boxes, flexible or rigid choledochoscopes, colonoscopes, diagnostic cystoscopes, cystourethroscopes, enteroscopes, esophagogastroduodenoscopes, rigid esophagoscopes, fiberoptic illuminators for endoscopes, incandescent endoscope lamps, biliary pancreatoscopes, proctoscopes, resectoscopes, nephroscopes, sigmoidoscopes, ureteroscopes, urethroscopes, endomagnetic retrievers, cytology brushes for endoscopes, and lubricating jelly for transurethral surgical instruments. This section does not apply to endoscopes that have specialized uses in other medical specialty areas and that are covered by classification regulations in other parts of the device classification regulations.
Special Controls
*Classification* —(1)*Class II (special controls).* The device, when it is an endoscope disinfectant basin, which consists solely of a container that holds disinfectant and endoscopes and accessories; an endoscopic magnetic retriever intended for single use; sterile scissors for cystoscope intended for single use; a disposable, non-powered endoscopic grasping/cutting instrument intended for single use; a diagnostic incandescent light source; a fiberoptic photographic light source; a routine fiberoptic light source; an endoscopic sponge carrier; a xenon arc endoscope light source; an endoscope transformer; an LED light source; or a gastroenterology-urology endoscopic guidewire, is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 876.9.(2) Class I for the photographic accessories for endoscope, miscellaneous bulb adapter for endoscope, binocular attachment for endoscope, eyepiece attachment for prescription lens, teaching attachment, inflation bulb, measuring device for panendoscope, photographic equipment for physiologic function monitor, special lens instrument for endoscope, smoke removal tube, rechargeable battery box, pocket battery box, bite block for endoscope, and cleaning brush for endoscope. The devices subject to this paragraph (b)(2) are exempt from the premarket notification procedures in subpart E of part 807of this chapter, subject to the limitations in § 876.9.
In combination with the general controls of the FD&C Act, the integrated operating table-electromechanical surgical system is subject to the following special controls:
1. (1) Premarket clinical performance testing, or a combination of premarket clinical performance testing and postmarket surveillance (in accordance with special control (2)), must include the following:
1. (i) Objective performance measures (e.g., rate and number of conversions to other surgical modalities, rate of device related adverse events (including tissue injury, hematoma, and increased blood loss), and their severity, cause, and outcomes) must be reported with relevant descriptive comparator performance measures.
2. (ii) The data must demonstrate the performance of the device for providing accurate and precise control of attached surgical instruments in range of clinical conditions relevant to the device's intended use.
3. (iii) The test dataset must include data collected from a patient population representative of the intended patient population under anticipated conditions of use.
2. (2) Data obtained from postmarket surveillance must demonstrate, in consideration of the premarket data obtained in accordance with special control (1), that the device performs in accordance with special control (1), unless FDA determines, based on the totality of the premarket data, that data from postmarket surveillance is not required to demonstrate that the device performs as intended. Such postmarket surveillance must be conducted per a protocol determined appropriate by FDA to demonstrate that the device performs as intended (in consideration of the premarket data obtained in accordance with special control (1)), and must include initiation, enrollment, and reporting requirements to ensure timely periodic updates to FDA on post-market surveillance progress and outcomes.
3. (3) Animal performance testing must evaluate the extent of port site trauma due to repositioning of table during surgical procedures when utilizing robotic minimally invasive and laparoscopic approaches
4. (4) The device manufacturer must develop, and update as necessary, a device-specific use training program that ensures proper device setup/use/shutdown, accurate control of instruments to perform the intended surgical procedures, troubleshooting and handling during unexpected events or emergencies, and safe practices to mitigate use error.
5. (5) The device manufacturer may only distribute the device to facilities that implement and maintain the device-specific use training program and ensure that users of the device have completed the device-specific use training program.
(6) Human factors assessment must demonstrate that the user can correctly use the device system across all intended use environments with the provided instructions and training materials, including patient access during normal operating conditions and emergency situations, and effects arising from the integrated nature of the operating table and robotic surgical arms.
(7) Labeling must include:
(i) A detailed summary of clinical performance testing conducted with the device, including study population, results, adverse events, and comparisons to any comparator groups identified;
(ii) A statement in the labeling that the safety and effectiveness for the representative specific procedures was based on evaluation of the device as a surgical tool and did not include evaluation of outcomes related to the treatment of the patient's underlying disease or condition, unless FDA determines that it can be removed or modified based on clinical performance data submitted to FDA;
(iii) Identification of compatible devices;
(iv) The list of surgical procedures for which the device has been determined to be safe with clinical justification;
(v) Reprocessing instructions for reusable components;
(vi) A shelf life for any sterile components;
(vii) A description of the device-specific use training program;
(viii) A statement that the device is only for distribution to facilities that implement and maintain the device-specific use training program and ensure that users of the device have completed the device-specific use training program; and
(ix) A summary of any completed postmarket surveillance data collected as required by special control (2), including updated labeling to accurately reflect outcomes observed in postmarket surveillance.
(8) Non-clinical performance testing must demonstrate that the device performs as intended under anticipated conditions of use and must include:
(i) Device motion accuracy and repeatability;
(ii) System testing;
(iii) Instrument reliability;
(iv) Crosstalk;
(v) Table motion control;
(vi) Thermal effects on tissue;
(vii) User-device interface performance;
(viii) Workspace access testing; and
(ix) Performance testing with compatible devices.
(9) Software verification, validation, and hazard analysis must be performed.
(10) Electromagnetic compatibility and electrical, thermal, and mechanical safety testing must be performed.
(11) Performance data must demonstrate the sterility of all patient-contacting device components.
(12) Performance data must support the shelf life of the device components provided sterile by demonstrating continued sterility and package integrity over the labeled shelf life.
(13) Performance data must validate the reprocessing instructions for the reusable components of the device.
(14) Performance data must demonstrate that all patient-contacting components of the device are biocompatible.
(15) Performance data must demonstrate that all patient-contacting components of the device are non-pyrogenic.
(16) The device manufacturer must submit a report to the FDA annually on the anniversary of initial marketing authorization for the device, until such time as FDA may terminate such reporting, which comprises the following information:
(i) Cumulative summary, by year, of complaints and adverse events since date of initial marketing authorization; and
(ii) Identification and rationale for changes made to the device, labeling, or device specific use training program, which did not require submission of a premarket notification during the reporting period.
Intuitive Surgical da Vinci Si Surgical System (K171699)
Submission Summary (Full Text)
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March 16, 2023
Asensus Surgical, Inc. Casey Hinckley Regulatory Affairs Manager 1 TW Alexander Drive, Suite 160 Durham, North Carolina 27703
Re: K223095
Trade/Device Name: Senhance Surgical System Regulation Number: 21 CFR 876.1500 Regulation Name: Endoscope And Accessories Regulatory Class: Class II Product Code: NAY Dated: February 13, 2023 Received: February 15, 2023
Dear Casey Hinckley:
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,
Digitally signed by Mark Mark Trumbore -S Trumbore -S Date: 2023.03.16 14:59:30 -04'00'
Mark Trumbore, 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
510(k) Number (if known) K223095
Device Name Senhance® Surgical System
#### Indications for Use (Describe)
The Senhance Surgical System is intended to assist in the accurate control of laparoscopic instruments for visualization and endoscopic manipulation of tissue including grasping, cutting, blunt and sharp dissection, approximation, ligation, electrocautery, suturing, mobilization, and retraction. The Senhance Surgical System is intended for use in general laparoscopic surgical procedures and laparoscopic gynecological surgery. The system is indicated for adult and pediatric use. It is intended for use by trained physicians in an operating room environment in accordance with the instructions for use.
Use of the device is limited to patients two (2) years of age and older and a weight equal to or above 10kg, who are suitable to be subjected to a conventional endoscopic technique.
Type of Use (Select one or both, as applicable)
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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#### 510(k) SUMMARY
#### Senhance Surgical System
#### [In accordance with 21 CFR 807.92]
510(k) Sponsor: Asensus Surgical, Inc. 1 TW Alexander Drive, Suite 160 Address: Durham, NC 27703 Casey Hinckley Contact Person: Regulatory Affairs Manager Contact Information: Email: chinckley@asensus.com Phone: 801.310.5491 Date Summary Prepared: March 16, 2023 Proprietary (Trade) Name: Senhance® Surgical System Common Name: System, Surgical, Computer Controlled Instrument Class II Classification: Classification Advisory General and Plastic Surgery Committee: Regulation Number: 21 CFR 876.1500, Endoscope and Accessories Product Codes: NAY (System, Surgical, Computer Controlled Instrument) Primary Predicate Device: Senhance® Surgical System (K220889) Secondary Predicate Device: Intuitive Surgical da Vinci Si Surgical System (K171699)
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### Device Description:
The Senhance Surgical System is a multi-arm, console-based robotic system that allows a surgical team to perform laparoscopic surgery in the abdomen and pelvis in a manner similar to a manual laparoscopic approach. Each robotic arm can hold either a laparoscopic surgical instrument or an endoscope to facilitate a surgeon remotely operating the instrument from the cockpit.
More specifically, the Senhance Surgical System consists of: a surgeon console (cockpit), which provides remote manipulators or handles to allow the surgeon to maneuver the surgical instruments and a video monitor to display the endoscopic signal; manipulator arms, which hold and maneuver the instruments and endoscope based on inputs from the surgeon: Intelligent Surgical Unit (ISU), which is the system communication hub, connecting the cockpit and manipulator arms; and instruments, which manipulate the tissue of interest.
In addition, force feedback provides an optional tactile sensory input to the surgeon control handles to give a sense of tissue elasticity. An eye tracking feature provides the surgeon an optional method to control the endoscope from the cockpit, rather than using the surgeon control handles. The ISU allows for three additional methods of camera control, in addition to the optional eye tracking method.
The purpose of this submission is to expand the indications for use to include pediatric patients, two (2) years of age and older and a weight equal to or above 10kg.
### Intended Use/ Indications for Use:
The Senhance Surgical System is intended to assist in the accurate control of laparoscopic instruments for visualization and endoscopic manipulation of tissue including grasping, cutting, blunt and sharp dissection, approximation, ligation, electrocautery, suturing, mobilization, and retraction. The Senhance Surgical System is intended for use in general laparoscopic surgical procedures and laparoscopic gynecological surgery. The system is indicated for adult and pediatric use. It is intended for use by trained physicians in an operating room environment in accordance with the instructions for use.
Use of the device is limited to patients two (2) years of age and older and a weight equal to or above 10kg, who are suitable to be subjected to a conventional endoscopic technique.
# Summary of Technological Characteristics:
The subject device has the same technological characteristics as the primary predicate device, the Senhance Surgical System (K220889), and similar characteristics to the secondary predicate. Both the subject and predicate devices involve robotically assisted tele-operation as the primary technological principle. It is based on the accurate translation of user inputs to robotically assisted outputs. It involves the use of endoscopic instrumentation for manipulation of tissue and vessels in the insufflated body cavity.
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The Senhance Surgical System consists of: a surgeon console (cockpit), which provides remote manipulators or handles to allow the surgeon to maneuver the surgical instruments and a video monitor display the endoscopic signal; manipulator arms, which hold and maneuver the instruments and endoscopic based on inputs from the surgeon; Intelligent Surgical Unit (ISU), which is the system communication hub, connecting the cockpit and manipulator arms; and instruments, which manipulate the tissue of interest.
In addition, force feedback provides optional tactile sensory input to the surgeon control handles to qive a sense of tissue elasticity. An eye tracking feature provides the surgeon an optional method to control the endoscope from the cockpit, rather than using the surgeon control handles. The ISU allows for three additional methods of camera control, in addition to the optional eye tracking method.
The Senhance instruments are similar in design and materials to traditional laparoscopic instrumentation.
Since there are no technological differences between the subject Senhance system and the primary predicate, no different questions of safety or effectiveness have been raised.
# Performance Data:
There have been no changes to the device since the previous clearance (K220889), only change is to expand the indications for use to allow pediatric use. Extensive bench testing was conducted on the previously cleared Senhance system, and these data remain applicable to the subject device. The previously collected data demonstrated compatibility, mechanical integrity, functionality, reliability, and safe use, addressing verification of key device functions including video signal, endoscope compatibility, surgical instruments, and adapters, as well as validation of the system's camera control and force feedback features.
The recognized consensus standards for the predicate Senhance system (K220889) are still applicable as there have been no changes to the technological characteristics or principles of operation of the device.
# Clinical Data:
To demonstrate that the subject device is safe and effective for the expanded indications for pediatric patients, the company has collected real-world evidence on the Senhance Surgical System for the pediatric population. The data demonstrates favorable performance and safety results for the proposed indication.
A retrospective clinical data review was performed for the thirty-two (32) pediatric patients that underwent surgery with the Senhance system. There was only one intra-operative complication; it was resolved without the need for conversion and with no post-operative consequences. There were total of five (5) post-operative complications and four (4) conversions to standard laparoscopy. No conversions to open surgery were necessary.
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| Age Cohort | Age Summary | Weight Summary | Surgical Procedures Performed |
|------------|--------------------------------------------------|-----------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 2-12 | Min – 2<br>Max – 12<br>Median – 5<br>Mean – 5 | Min – 12 kg<br>Max – 38 kg<br>Median – 20 kg<br>Mean – 21.25 kg | Hernia inguinalis - 10 Nissen fundoplication - 1 Ladd's procedure - 1 Ileostomie - 1 Hellor-Dor - 1 Appendectomy - 1 |
| 13-18 | Min – 13<br>Max – 18<br>Median – 15<br>Mean – 15 | Min – 40 kg<br>Max – 117 kg<br>Median – 59 kg<br>Mean – 62 kg | Hernia inguinalis - 1 Nissen fundoplication - 3 Cholecystectomy - 4 Coecostomy with chait - 2 Ileocoecal resection - 2 Proctocolectomie with ileopouchanale anastomose (IPAA) - 1 Appendectomy - 2 |
Table 1. Age Cohort and Surgical Procedures Performed for Retrospective Clinical Data
### Systematic Literature Review:
Pediatric data collected from the hospital were compared with the results from peer-reviewed research publications describing the clinical outcomes for more than 7660 pediatric procedures using three alternative surgical techniques: laparoscopic, open and robotically assisted surgery.
| | Senhance System | Literature Review Averages | | |
|------------------------------------|-----------------|----------------------------|-------------|-------|
| | | Robotic | Laparoscopy | Open |
| Length of Stay (days) | 3.88 | 2.63 | 2.75 | 3.3 |
| Surgical Complication (%) | 3.13 | 1.91 | 5.91 | 1.65 |
| Estimated Blood Loss<br>(ml) | 10.78 | 22.74 | 18.2 | 28.34 |
| Conversion Rate (%) | 12.50 | 2.55 | 1.04 | N/A |
| 30 Day Readmission<br>Rates (%) | 3.13 | 6.83 | 5 | 7.14 |
| 30 Day Re-operation<br>Rates (%) | 6.25 | 7.04 | 4 | 7 |
| Mortality (%) | 0 | 0.50 | 0 | N/A |
| Post-operation<br>Complication (%) | 15.62 | 16.90 | 9.46 | 6.92 |
| Operative Time (min) | 141.47 | 195 | 158 | 183 |
Table 2. Retrospective Clinical Data Compared to Literature Review Data
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# Conclusion:
Operative times and complication rates were comparable between the retrospective clinical data with the Senhance system and the systematic literature review. Overall, the comparison of the Senhance system pediatric data with the published literature data from other surgical techniques demonstrates that the Senhance system is safe and effective for clinical use in the pediatric population based on the following endpoints:
- Length of Hospital Stay
- Intraoperative Complication Rates
- Estimated Blood Loss (EBL) Volumes and Blood Transfusion Rates ●
- Conversion Rates ●
- Readmission Rates ●
- Reoperation Rates
- Mortality Rates
- Postoperative Complication Rates ●
- Operative Times
In conclusion, the clinical analysis of the subject Senhance Surgical System demonstrates that the device is as safe and effective as its predicate for patients who are at least two (2) years of age and 10kg or higher in weight.
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Image /page/8/Figure/0 description: The image is titled "Figure 1. Search criteria and flowchart for literature search". The image is a title for a figure, and it indicates that the figure will show the search criteria and flowchart for a literature search. The figure will likely contain a visual representation of the steps involved in conducting a literature search, as well as the criteria used to select relevant sources.
Image /page/8/Figure/1 description: This image shows two flow charts, one for Pubmed and one for Embase, detailing the process of identifying and selecting studies for a qualitative synthesis. For Pubmed, 286 records were identified through database searching, with an additional 76 records identified. After removing duplicates, 210 records remained, which were then screened, leading to 188 records being excluded. For Embase, 357 records were identified through database searching, with an additional 28 records identified; after removing duplicates, 329 records remained, which were then screened, leading to 249 records being excluded.
The following filters were applied to narrow the searches to relevant publications:
#### Inclusion Criteria:
US or EU study, to reduce variation in surgical method. Pediatric and young adults (≤21 years) patients only Studies on robotic assisted laparoscopy LOE ≤3b Studies on gynecology (OR) urology (OR) general surgery Data collected 2000 - Present. Study is an RCT on robotic assisted laparoscopy and/or comparative study reporting on robotic assisted pediatric cases versus minimally invasive/laparoscopic pediatric surgery) Exclusion Criteria Non-US or EU study Meta-Analysis/SLRs (summary data from meta-analysis/SLRs were excluded, however, the references from the meta-analysis/SLRs were analyzed for inclusion as selected articles) Publications not on robotic assisted laparoscopic procedure Publication is an HTA that was not published in a peer reviewed journal.
Follow up study, missing original surgery data.
Adult only or adult data not reported separately.
Adult only or adult data not reported
Animal studies
Animal studies
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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.