Search Results
Found 55 results
510(k) Data Aggregation
(168 days)
Ophthalmic
Keratome, AC-powered |
| Classification Code(s): | 21 CFR 886.4390; 79 HQF
21 CFR 886.4370
The VisuMax Femtosecond Laser is cleared for the following indications for use:
· In the creation of a corneal flap in patients undergoing LASIK surgery or other treatment requiring initial lamellar resection of the cornea;
· In patients undergoing surgery or other treatment requiring initial lamellar resection of the cornea;
· In the creation of a lamellar cut/resection of the cornea for lamellar keratoplasty;
· In the creation of a cut/incision for penetrating keratoplasty and corneal harvesting;
· In patients undergoing surgery or other treatment requiring initial lamellar resection of the cornea to create tunnels for placement of corneal ring segments.
The VisuMax Femtosecond Laser is an ophthalmic surgical femtosecond laser intended for use in patients requiring corneal incisions. The cutting action of the VisuMax laser is achieved through precise individual micro-photodisruptions of tissue, created by tightly focused ultrashort pulses which are delivered through a disposable applanation lens while fixating the eye under very low vacuum.
The provided text describes the 510(k) premarket notification for the Carl Zeiss Meditec VisuMax Femtosecond Laser (K173371). The focus of this submission is on software modifications to enable an additional indication for use: "creation of tunnels for placement of corneal ring segments."
The submission concludes that the device is substantially equivalent to predicate devices, but it does not contain specific acceptance criteria, comprehensive study designs, or detailed results typically found in a clinical study report. Instead, it provides a summary of the performance testing.
Here's an attempt to extract the requested information based only on the provided text, with acknowledgments for missing data:
1. Table of Acceptance Criteria and Reported Device Performance
Acceptance Criteria (Stated or Implied) | Reported Device Performance |
---|---|
For Tunnel Cuts (expanded indication): | |
Accuracy of corneal tunnel lateral dimensions (implied quantitative range) | "Test acceptance criteria for all cut length dimension and cut angular dimensions were met." |
Repeatability of corneal tunnel lateral dimensions (implied quantitative range) | "Test acceptance criteria for all cut length dimension and cut angular dimensions were met." |
Accuracy of corneal tunnel depth dimensions (implied quantitative range) | "Test acceptance criteria for all cut depth dimensions were met." |
Repeatability of corneal tunnel depth dimensions (implied quantitative range) | "Test acceptance criteria for all cut depth dimensions were met." |
Quality of tunnel cuts (ease of tissue separation) | "All corneas tested in this manner were judged to be of good cut quality, meeting the performance test acceptance criteria." |
For Software (general): | |
Performance, accuracy, functionality, and safety of software modifications (implied comprehensive criteria) | "The software verification and validation testing results demonstrate that the VisuMax Femtosecond Laser meets all requirements for performance, accuracy, functionality and safety for the modifications proposed in this 510(k) premarket notification." |
Note: The document states that "Test acceptance criteria...were met" but does not explicitly define the quantitative metrics or thresholds for these criteria. The acceptance criteria above are inferred from the description of the tests.
2. Sample Size Used for the Test Set and Data Provenance
- Sample Size for Test Set: The document mentions "a series of corneal models" and "all corneas tested in this manner," but does not specify the exact number (sample size) of ex vivo corneas or corneal models used for performance testing.
- Data Provenance: The testing involved "ex vivo corneas" and "corneal model material." The country of origin is not specified, and the data is retrospective in the sense that it's laboratory/bench testing and not a prospective clinical trial on human subjects for this specific claim.
3. Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications
- The document mentions "ex vivo corneas" and "corneal model material" for performance testing. The evaluation of cut quality mentions "judged to be of good cut quality," implying subjective assessment.
- However, the number of experts and their qualifications (e.g., radiologists with X years of experience) used to establish ground truth or evaluate these ex vivo tests are not specified in the provided text.
4. Adjudication Method for the Test Set
- The document implies subjective judgment for cut quality ("judged to be of good cut quality").
- However, a formal adjudication method (e.g., 2+1, 3+1) is not described for any aspect of the performance testing in the provided text. The non-contact optical techniques used for dimensional measurements suggest objective assessment rather than adjudication by human experts.
5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study
- A Multi-Reader Multi-Case (MRMC) comparative effectiveness study to assess improvement in human readers with/without AI assistance was not done/described in this submission. This device is a surgical laser, not an AI diagnostic tool that assists human readers.
6. Standalone Performance Study (Algorithm Only)
- A standalone performance study focused on the algorithm's performance without human-in-the-loop was not explicitly described in the conventional sense of AI diagnostic devices. The performance data presented focuses on the physical output of the laser system (tunnel cuts) after software modifications. The software itself was verified and validated against functional requirements.
7. Type of Ground Truth Used
- For the physical performance tests related to tunnel cuts, the "ground truth" was established based on physical measurements using non-contact optical techniques in ex vivo corneas and corneal model materials. Cut quality was assessed subjectively against "performance test acceptance criteria."
- For the software, the "ground truth" was its adherence to specified performance, accuracy, functionality, and safety requirements during verification and validation (V&V) testing.
8. Sample Size for the Training Set
- The document describes software modifications to an existing device and performance testing, not the development or training of a machine learning model.
- Therefore, a "training set" for an AI algorithm is not applicable/not mentioned in this submission.
9. How Ground Truth for the Training Set Was Established
- As a "training set" for an AI algorithm is not applicable, the method for establishing its ground truth is not mentioned. The software verification and validation process involved testing the modified software against predefined functional specifications and safety requirements.
Ask a specific question about this device
(29 days)
Suite 200 Alexandria, VA 22314
Re: K172994
Trade/Device Name: EPI K Console Regulation Number: 21 CFR 886.4370
Name: Moria Evolution 3E Console
Common Name: Keratome power unit
Regulatory Class: I
Regulation: 886.4370
The Epi-K is intended for use in the separation of the cornea in preparation for subsequent surgical procedures on denuded cornea.
The Evolution 3E Console includes pumps for producing vacuum for use with a keratome in the separation of the epithelium from the cornea in preparation for subsequent surgical procedures on denuded cornea. The Evolution 3E Console power unit has been designed to operate the keratome by means of electric motor or turbine.
The provided document describes a 510(k) premarket notification for the "EPI K Console" (also referred to as "Evolution 3E Console" and "Moria Evolution 3E Console"). This submission is for modifications to an existing device, the "Epi-K", which was cleared under K043183. The key changes are a transition from a purely battery-powered device to a mains-powered device with battery backup, and minor software revisions.
The document does not contain the detailed information required to answer the specific questions about acceptance criteria and a study proving the device meets them in the context of diagnostic performance or clinical effectiveness. This is because the device, a keratome power unit, is a surgical instrument. The FDA 510(k) summary focuses on demonstrating substantial equivalence to a predicate device, primarily through non-clinical testing of performance specifications, electrical safety, EMC, and software verification/validation, rather than clinical efficacy as would be required for a diagnostic or therapeutic device with a clinical endpoint.
However, I can extract the available information and highlight what is missing:
1. A table of acceptance criteria and the reported device performance
Acceptance Criteria Category | Reported Device Performance |
---|---|
Non-Clinical Testing | |
Back-up battery performance | Verified, predetermined acceptance criteria met |
Transformer power supply | Verified, predetermined acceptance criteria met |
Vacuum/turbine performance | Verified, predetermined acceptance criteria met |
Connection performance | Verified, predetermined acceptance criteria met |
Performance with accessory components of keratome systems | Verified, predetermined acceptance criteria met |
Software verification and validation | Verified to perform as intended, predetermined acceptance criteria met |
Electrical Safety | |
Conformance to IEC 60601-1:2012 (Medical electrical equipment - part 1: general requirements for basic safety and essential performance) | Device demonstrates conformity |
Electromagnetic Compatibility (EMC) | |
Conformance to IEC 60601-1-2:2014 (Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and tests) | Device demonstrates conformity |
Clinical Outcomes | |
Clinical outcomes (Epi-K Console vs. predicate) | "The Evo3E Console will produce the same clinical outcomes as the predicate device." (This is a claim based on the fundamental operating principle being unchanged, not reported performance from a specific study in this document.) |
Explanation: The document states that "The verification and validation activities, as identified by the risk analysis... were conducted to ensure that the modified device is as safe and effective as the predicate device, have been completed and demonstrate that the predetermined acceptance criteria have been met." However, it does not provide the specific quantitative or qualitative acceptance criteria for each test (e.g., minimum battery life, vacuum pressure range) nor the specific numerical results obtained for these tests. It only states that the acceptance criteria were met.
2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)
- Sample Size: Not specified. This document only refers to engineering verification and validation testing, not a clinical study on a patient sample.
- Data Provenance: Not applicable, as it's not a clinical data set. The testing was conducted internally by the manufacturer (MORIA S.A., France).
- Retrospective/Prospective: Not applicable.
3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)
Not applicable. The ground truth for this type of device (keratome power unit) would be based on engineering specifications and physical measurements, rather than clinical expert consensus on medical images or diagnoses.
4. Adjudication method (e.g. 2+1, 3+1, none) for the test set
Not applicable. This testing involves engineering verification and validation, not a diagnostic assessment requiring expert adjudication.
5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance
Not applicable. This device is a surgical instrument (keratome power unit), not an AI-powered diagnostic tool used by human readers for interpretation. Therefore, an MRMC study related to AI assistance is not relevant.
6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
Not applicable. This is not an algorithm or AI device.
7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)
The "ground truth" for this device's performance would be established by:
- Engineering Specifications: Defined acceptable ranges for vacuum pressure, motor speed, battery performance, electrical parameters, etc.
- International Standards: Conformance to standards like IEC 60601-1 and IEC 60601-1-2 for electrical safety and EMC.
- Functional Testing: Verifying that the device components and software perform their intended functions as designed (e.g., pumping, vacuum generation, power conversion).
8. The sample size for the training set
Not applicable. This device does not involve a "training set" in the context of machine learning.
9. How the ground truth for the training set was established
Not applicable.
Ask a specific question about this device
(181 days)
Classification Name: Powered Laser Surgical Instrument Classification Code(s): GEX (21 CFR 878.4810) HNO (21 CFR 886.4370
· In patients undergoing surgery or other treatment requiring initial lamellar resection of the cornea
· In patients undergoing surgery or other trequiring initial lamellar resection of the cornea to create tunnels for placement of corneal ring segments
· In patients undergoing ophthalmic surgery or other treatment requiring arcuate cuts/incisions in the cornea, penetrating and/or intrastromal
· In lamellar IEK and corneal harvesting
· In the creation of a corneal flap in patients undergoing LASIK surgery or other treatment requiring initial lamellar resection of the cornea
· In the creation of a lamellar cutresection of the cornea for lamellar IEK and for the creation of a penetrating cutincision for penetrating IEK
· In patients undergoing ophthalmic surgery or other treation of corneal channel for placement/ insertion of a corneal inlay device
The iFS Laser System is an ophthalmic surgical laser designed for use as an ophthalmic surgical laser indicated for use as follows:
- . In patients undergoing surgery or other treatment requiring initial lamellar resection of the cornea
- . In patients undergoing surgery or other treatment requiring initial lamellar resection of the cornea to create tunnels for placement of corneal ring segments
- . In patients undergoing ophthalmic surgery or other treatment requiring arcuate cuts/incisions in the cornea, penetrating and/or intrastromal
- In lamellar IEK and corneal harvesting
- In the creation of a corneal flap in patients undergoing LASIK surgery or other treatment requiring initial lamellar resection of the cornea
- . In the creation of a lamellar cut/resection of the cornea for lamellar IEK and for the creation of a penetrating cut/incision for penetrating IEK
- In patients undergoing ophthalmic surgery or other treatment requiring the creation of corneal channels for placement/insertion of a corneal inlay device
The iFS Laser System uses focused femtosecond laser pulses to create incisions and separate tissues in the cornea. Corneal dissection with the iFS Laser is achieved through precise individual micro-photodisruptions of tissue, which are controlled by repeatedly repositioning the laser focus. The light pulse is focused into a sufficiently small spot in order to achieve photodisruption of the tissue inside the focus. A tiny volume of tissue, a few microns in diameter, is thereby photodisrupted at the laser focus. The surgical effect is produced by scanning thousands of individual pulses per second to produce continuous incisions or tissue separation. These laser pulses are delivered through a disposable applanation lens that contacts the cornea while fixating the eye under low vacuum.
Here's an analysis of the provided text regarding the iFS Laser System, focusing on acceptance criteria and supporting studies:
The provided documents describe the iFS Laser System and its clearance for creating corneal channels for corneal inlay devices. There is limited detailed information on specific acceptance criteria and a single, comprehensive study as might be found for a diagnostic AI device. Instead, the information points to a validation process that appears to be focused on demonstrating the new functionality and adherence to existing safety and performance standards for a surgical laser.
1. Table of Acceptance Criteria and Reported Device Performance
Given the nature of the device (a surgical laser adding a new pattern), the "acceptance criteria" are implied through compliance with safety standards and a demonstrated ability to perform the new cut pattern effectively and precisely.
Acceptance Criteria (Implied) | Reported Device Performance |
---|---|
Safety and Electrical Performance: Adherence to medical electrical equipment standards. | The iFS Laser System underwent medical electrical equipment testing and was in compliance with applicable safety standards: IEC 60601-1:2005 (General Requirements for Basic Safety and Essential Performance), IEC 60601-1-2:2007 (Electromagnetic Compatibility), and IEC 60601-2-22:2007 (Particular Requirements for Basic Safety and Essential Performance of surgical, cosmetic, therapeutic, and diagnostic laser equipment). |
Software Functionality and Safety: Verification and validation of software updates. | Verification and validation of the software updates were documented per FDA's "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices," dated May 11, 2005. This demonstrated that functional and safety critical requirements are fulfilled and no outstanding safety critical issues remain open. |
New Cut Pattern Performance (Corneal Channel): Acceptable channel widths, depths, and cut quality. | Laboratory verification bench studies evaluated the channel widths, depths, and cut quality using glass microscope slides, Agarose gel, and porcine eyes. The acceptance criteria for depth were identical to that previously used to establish the acceptable performance of the currently available resection patterns. These studies demonstrated the acceptable performance of the iFS Laser System in creating corneal channel resection patterns associated with the proposed indication for inlay channels. |
2. Sample Size Used for the Test Set and Data Provenance
- Test Set Sample Size: Not explicitly stated as a numerical count of "samples" in a clinical trial sense. The "test set" for the laboratory verification consisted of:
- Glass microscope slides
- Agarose gel
- Porcine eyes
The number of each material used is not specified.
- Data Provenance: The data is from laboratory verification bench studies. There is no mention of human clinical data or geographical provenance (e.g., country of origin) for these bench studies.
3. Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications
- Number of Experts: Not specified.
- Qualifications of Experts: Not specified.
- For the safety and electrical performance, compliance with standards would typically involve certified testing labs and engineers.
- For the software validation, software engineers and quality assurance professionals would be involved.
- For the new cut pattern performance, the text doesn't mention expert assessment of the "cut quality" in a formal ground-truthing process. It refers to "acceptable performance," implying a comparison against established standards or benchmarks, potentially assessed by the manufacturer's R&D personnel or quality control.
4. Adjudication Method for the Test Set
- Adjudication Method: Not applicable or not specified. These were bench studies, not a clinical study involving human assessment that would typically require adjudication. The performance was assessed against predefined metrics (channel widths, depths, and cut quality) and compliance with standards.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done
- No, an MRMC comparative effectiveness study was not done. This type of study is typically used for diagnostic devices where human readers interpret images or data, and the AI's impact on their performance is measured. The iFS Laser System is a surgical instrument.
6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done
- Yes, in essence, standalone performance was evaluated. The "algorithm" (the laser's software-controlled cutting pattern) was tested independently on non-human biological and artificial substrates (glass, agarose gel, porcine eyes) to demonstrate its ability to create the specified corneal channels with acceptable widths, depths, and cut quality. The performance of the laser system itself was verified without direct human-in-the-loop interaction for the cutting process once the pattern was initiated.
7. The Type of Ground Truth Used
- The "ground truth" for the new cut pattern was predefined physical metrics and expectations of performance (e.g., specific channel widths and depths, and acceptable cut quality) derived from existing, cleared resection patterns and the requirements for corneal inlay device placement. This is a form of physical/benchmarking ground truth.
- For the safety and electrical performance, the ground truth was compliance with established international standards (IEC 60601 series).
- For software, the ground truth was fulfillment of functional and safety-critical requirements outlined in FDA guidance.
8. The Sample Size for the Training Set
- The iFS Laser System is a physical surgical device with software control. It is not an AI/machine learning model in the typical sense that would require a "training set" for model development. The software updates were to include a new pre-programmed pattern and associated GUI functionality, which would not involve a "training set" in the context of machine learning.
9. How the Ground Truth for the Training Set Was Established
- As there is no mention of a machine learning component requiring a "training set," this question is not applicable in the context of the provided document. The ground truth for the development of the new cutting pattern would have been the engineering specifications and clinical requirements for creating an appropriate channel for corneal inlays, but this is distinct from an AI training set.
Ask a specific question about this device
(14 days)
|
| Classification: | 21 CFR 886.4370
|
|--------------------|--------------------------------------|
| Regulation Number: | 21 CFR 886.4370
The Carriazo-Pendular Microkeratome is indicated for shaving the cornea prior to lamellar (partial thickness) transplant or to create a flap in the cornea.
The Carriazo-Pendular is an AC powered microkeratome. Cutting head and blade are designed in a convex form similar to the cornea itself. Due to the unique pendulum motion of the Carriazo-Pendular, the cornea becomes more applanated in the center than in the periphery. This technology provides a homogeneous and predictable flap thickness and smooth cutting edges. The Carriazo-Pendular consists of: Carriazo-Pendular console, Cutting heads, Suction rings, Foot switches, Monitoring software.
The provided 510(k) summary for the Carriazo-Pendular Microkeratome (K082043) does not contain detailed acceptance criteria or a comprehensive study report with the level of detail requested. However, based on the available information, I can extract and infer some aspects of the performance and testing.
Here's a breakdown of the requested information, with clear indications of what is explicitly stated and what is not:
1. Table of Acceptance Criteria and Reported Device Performance
Acceptance Criteria | Reported Device Performance |
---|---|
Substantial Equivalence to Predicate Device (Carriazo-Pendular Microkeratome K032910) | "substantially equivalent in safety and effectiveness" to the legally marketed (predicate) Carriazo-Pendular (K032910). The new cutting heads perform flaps similar to existing heads, differing primarily in resulting flap thicknesses. |
Functional Performance | "Functional testing...demonstrate that the device performs as intended." (Specific metrics for "performs as intended" are not provided). |
Cleaning Validation | "cleaning validation...demonstrate that the device performs as intended." (Specific metrics are not provided). |
Biocompatibility | "biocompatibility tests demonstrate that the device performs as intended." (Specific metrics are not provided). |
Flap Thickness (for new cutting heads) | New cutting heads perform flaps "similar to the existing heads except for the different flap thicknesses." (Specific target ranges or deviations are not provided). |
Homogeneous and Predictable Flap Thickness (Claim of predicate device's technology) | The device's "unique pendulum motion...provides a homogeneous and predictable flap thickness and smooth cutting edges." (This is a design claim, not a measured performance reported for this submission's testing as per the summary). |
Smooth Cutting Edges (Claim of predicate device's technology) | The device's "unique pendulum motion...provides a homogeneous and predictable flap thickness and smooth cutting edges." (This is a design claim, not a measured performance reported for this submission's testing as per the summary). |
2. Sample Size Used for the Test Set and Data Provenance
- Sample Size for Test Set: Not explicitly stated. The document mentions "Test on pig eyes and clinical performance data on human eyes." However, the exact number of pig eyes or human eyes is not provided.
- Data Provenance:
- Country of Origin: Not explicitly stated, but the manufacturer is based in Germany. Clinical data could be from Germany or elsewhere.
- Retrospective or Prospective: Not specified.
3. Number of Experts Used to Establish Ground Truth for the Test Set and Their Qualifications
This information is not provided in the 510(k) summary. The document does not describe how ground truth was established for the "clinical performance data on human eyes" or for the pig eye tests. There is no mention of expert review or consensus for outcome assessment.
4. Adjudication Method for the Test Set
This information is not provided in the 510(k) summary. Given that the summary does not detail the nature of the "clinical performance data" or how experts established ground truth, an adjudication method is not described.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done
No, a Multi-Reader Multi-Case (MRMC) comparative effectiveness study is not mentioned. This device is a microkeratome (surgical instrument), not an AI-powered diagnostic imaging device that typically involves human readers. Therefore, the concept of human readers improving with or without AI assistance does not apply in this context.
6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Study Was Done
This question is not directly applicable as the device is a surgical instrument, not an algorithm. The "Pendular Monitoring Software" is mentioned, but its performance is described as for "read out of relevant monitored data... for quality insurance, supporting the doctor in the process of improving the cutting execution and analysis of potential cut complications." This suggests it's an assistive tool for data analysis post-procedure, not a standalone diagnostic or automated system replacing a human operator.
7. The Type of Ground Truth Used
This information is not explicitly stated. For the "Test on pig eyes," the ground truth would likely involve precise measurements of flap thickness and quality (e.g., smoothness of edges, consistency), potentially assessed by histology or optical coherence tomography. For "clinical performance data on human eyes," outcomes could relate to actual flap thickness achieved in surgeries, visual acuity outcomes, or complication rates, but the method for establishing the true flap characteristics against which performance was measured is not described.
8. The Sample Size for the Training Set
This device does not appear to involve a "training set" in the context of machine learning or algorithms that learn from data. The "Pendular Monitoring Software" collects data, but its development is not described as involving a training set in the AI sense. Therefore, the sample size for a training set is not applicable/not provided.
9. How the Ground Truth for the Training Set Was Established
As there is no mention of a "training set" in the context of an AI/ML algorithm learning, this question is not applicable.
Ask a specific question about this device
(136 days)
Keratome Classification: Class II (acc. 21 CFR 878.4810) Product Code: GEX (21 CFR 878.4810) HNO (21 CFR 886.4370
The Horus Laser Keratome is indicated for use in the creation of a corneal flap in patients undergoing LASIK surgery or other treatment requiring initial lamellar resection of the cornea.
The Horus Laser Keratome is a precision ophthalmic surgical laser designed for use in performing lamellar corneal resections. The cutting action of the Horus Laser Keratome is achieved through precise individual mirco-photodisruptions of tissue, created by tightly focused ultrashort pulses which are delivered through a disposable applanation lens while fixating the eye under very low vaccum.
The provided text does NOT contain the detailed information necessary to complete most of the requested fields regarding acceptance criteria and the study that proves the device meets those criteria. The document is a 510(k) summary for the Horus Laser Keratome, which focuses on demonstrating substantial equivalence to predicate devices rather than providing detailed performance study results with specific acceptance criteria.
However, I can extract the available information and indicate where data is missing.
Here's a summary based on the provided text:
1. Table of Acceptance Criteria and Reported Device Performance
The document does not specify acceptance criteria for the Horus Laser Keratome in a numerical or categorical format with corresponding performance results. It broadly states:
Criterion | Reported Device Performance |
---|---|
Substantial Equivalence | "The Horus Laser Keratome was found to perform equivalently to the predicate device, the Hansatome Microkeratome, with respect to the creation of cornea resections." |
Safety Standards | "The Horus Laser Keratome has been designed and tested to applicable safety standards." |
Intended Use | The device is indicated for "creation of a corneal flap in patients undergoing LASIK surgery or other treatment requiring initial lamellar resection of the cornea." This implies it successfully creates such flaps. |
2. Sample size used for the test set and the data provenance
- Sample Size for Test Set: Not specified in the provided text.
- Data Provenance (country of origin, retrospective/prospective): Not specified.
- The study is described as "extensive ex-vivo studies," suggesting it was conducted on excised tissue (likely animal or cadaveric) rather than live human patients.
3. Number of experts used to establish the ground truth for the test set and their qualifications
- Not specified.
4. Adjudication method for the test set
- Not specified.
5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done
- No, an MRMC comparative effectiveness study is not mentioned. The study described is an "ex-vivo" comparison to a predicate device.
6. If a standalone (i.e., algorithm only without human-in-the-loop performance) was done
- This device is a surgical laser, not an AI algorithm. Therefore, the concept of "standalone (algorithm only)" is not applicable in the way it would be for an AI diagnostic device. The performance mentioned ("creation of cornea resections") refers to the device's physical action.
7. The type of ground truth used
- The text describes "extensive ex-vivo studies" comparing the device's performance in "creation of cornea resections" to a predicate device. The "ground truth" implicitly would be the physical characteristics and quality of the corneal resections created by both the Horus Laser Keratome and the predicate device, as evaluated by expert assessment (though the number and qualifications of experts are not specified). It is not pathology, expert consensus in a diagnostic sense, or outcomes data from human patients.
8. The sample size for the training set
- This device is not an AI algorithm that undergoes a "training set." It is a physical medical device.
9. How the ground truth for the training set was established
- Not applicable, as it's not an AI algorithm.
Ask a specific question about this device
(13 days)
Device Name
| Classification Name: | Keratome
21 CFR 886.4370
HNO |
|----------------------|--
Ned Luce
Re: K062465
Trade/Device Name: Zyoptix XP Epi Separator System Regulation Number: 21 CFR 886.4370
The Zyoptix XP Epi Separator System is indicated for the partial or complete delamination of the corneal epithelium in preparation for subsequent surgical procedures on the denuded cornea.
The Epi Separator System is designed exclusively for use with the Zyoptix XP Microkeratome. The Zyoptix XP Separator System, which consists of the Epi Head and single use Epi separator, are optional accessories for the Zyoptix XP microkeratome.
This document is a 510(k) Premarket Notification for the Zyoptix XP Epi Separator System. It primarily focuses on demonstrating substantial equivalence to a predicate device rather than presenting a traditional study with acceptance criteria and performance metrics for a novel medical device. Therefore, much of the requested information regarding detailed acceptance criteria, specific study designs, sample sizes, and expert adjudication as one might see for an AI/algorithm-based device is not present.
However, based on the provided text, here's a breakdown of what can be extracted:
1. Table of Acceptance Criteria and Reported Device Performance
The concept of "acceptance criteria" for performance metrics in the typical sense (e.g., sensitivity, specificity, accuracy) is not explicitly defined because this submission relies on demonstrating substantial equivalence to a legally marketed predicate device rather than proving novel performance. The "performance" is implicitly tied to the device's ability to safely and effectively perform its intended use as compared to its predicate.
Acceptance Criteria Category | Specific Acceptance Criteria (Inferred from Substantial Equivalence and Safety/Effectiveness Sections) | Reported Device Performance and How it Meets Criteria (Inferred) |
---|---|---|
Safety | No additional unacceptable known risks compared to the predicate device. | "The Medical Device Risk Analysis was performed comparing the changes made to the Zyoptix XP Microkeratome. The analysis concluded there are no additional unacceptable known risks." (Section 6 & 8 - Safety) |
Effectiveness/Functionality | Compliance to design requirements and specifications for its intended use (partial or complete delamination of the corneal epithelium). | "Design verification was conducted to demonstrate compliance to design requirements and specifications for the Zyoptix XP Epi Separator System. Sufficient objective evidence was collected to conclude that the design met the requirements outlined in the product requirements and technical specifications." (Section 8 - Effectiveness) |
Material Equivalence | Use of same or substantially equivalent materials as the predicate device. | Materials (Stainless Steel, Low Carbon Stainless Steel) are identical to the predicate device. (Section "Substantial Equivalence Summary Table") |
Operating Principle | Same operating principle (electrically driven oscillating blade across the cornea within controlled parameters) as the predicate. | Operating Principle is identical to the predicate device. (Section "Substantial Equivalence Summary Table") |
Sterilization | Same sterilization method (EtO) as the predicate device. | Sterilization (EtO) is identical to the predicate device. (Section "Substantial Equivalence Summary Table") |
2. Sample Size Used for the Test Set and Data Provenance
Not applicable. This is a 510(k) submission for a physical medical device, not an AI/algorithm. The evaluation is based on design verification, risk analysis, and comparison to a predicate, not clinical trials with "test sets" in the AI sense.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and the Qualifications of Those Experts
Not applicable. There is no "ground truth" established by experts in the context of clinical data for this type of submission. The evaluation is engineering-focused on design and safety, and comparison to an existing device.
4. Adjudication Method for the Test Set
Not applicable. There is no "test set" and thus no adjudication method as understood in AI/clinical studies.
5. If a Multi Reader Multi Case (MRMC) Comparative Effectiveness Study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance
Not applicable. This is not an AI-assisted device.
6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
Not applicable. This is not an algorithm.
7. The Type of Ground Truth Used
Not applicable in the traditional sense of clinical outcome data or expert consensus on images. The "ground truth" here is compliance with engineering design specifications and safety standards, and functional equivalence to the predicate device.
8. The Sample Size for the Training Set
Not applicable. There is no training set as this is not an AI/algorithm device.
9. How the Ground Truth for the Training Set was Established
Not applicable. There is no training set.
Ask a specific question about this device
(161 days)
: Trade/Device Name: Horizon Epikeratome Disposable Microkeratome System Regulation Number: 21 CFR 886.4370
The Horizon Epikeratome™ is indicated when it is desired to use a single-use microkeratome system that is intended to be used solely to make anterior lamellar connections of preselected thickness and diameter and for the separation of the epithelium from the comea for subsequent surgical procedures and thatleter
The device consists of a control console and disposable HORIZON EPIKERATOME™ microkeratome hand pieces. The control console contains a suction pump, electronics, and a flexible cable to actuate the disposable microkeratome. The basic system sold consists of the control unit, disposable microkeratomes (sold sterile) for corneal resection, a special microkeratome for epithelial separation, practice microkeratomes (not sold sterile), and interconnection equipment, including hoses, cables, and footpedals.
The HORIZON EPIKERATOME™ microkeratome is a clear, automated, completely assembled, disposable microkeratome. It is made of biocompatible polycarbonate plastic and includes a separator also made of biocompatible polycarbonate plastic.. It is sold sterile and is for single use only. Each individual microkeratome is separately packaged in Tyvek, and is sterilized by gamma radiation. The hand ieces for corneal resection use a surgical -grade steel blade instead of a plastic separartor.
The microkeratome itself is powered by two electric motors located in the control unit; motion is transmitted to the keratomes by a flexible mechanical transmission cable. The motors are ULand CE approved. The central unit also supplies the suction. The single cable transmits both the motion to cause the blade (or separator) to oscillate and translate the device axially. As may be seen, there is no electricity transmitted to the keratome units. The microkeratome itself requires no assembly, but the central unit must be made before the operation. Separate units are available for different resection diameters and depths. The suction tubes are sold sterile one unit for a patient, and are sold with the microkeratomes.
The Horizon Epikeratome is a medical device designed for ophthalmological procedures, specifically for separating the epithelium from the cornea for subsequent surgical interventions. The information provided outlines the regulatory submission and claims of equivalence rather than a detailed performance study with specific acceptance criteria tables.
1. Table of Acceptance Criteria and Reported Device Performance:
Based on the provided text, there is no explicit table of acceptance criteria or quantified performance metrics presented for the Horizon Epikeratome itself. The submission primarily relies on the device being "identical to the predicate device" in technology and principles, implying that the performance of the predicate device serves as the de facto benchmark.
However, the non-clinical tests conducted suggest implied acceptance criteria in certain areas:
Acceptance Criteria Category | Specific Criteria (Implied) | Reported Device Performance |
---|---|---|
Electrical Safety | Compliance with relevant standards for electrical safety | "The Horizon Epikeratome has had electrical safety tests..." |
Electromagnetic Compatibility (EMC) | Compliance with relevant standards for EMC | "...and electromagnetic compatibility tests." |
Biocompatibility | Plastic materials in contact with tissue must be biocompatible | "Plastic Materials in contact with tissue have been tested for biocompatibility." |
Motor Approval | Motors must meet UL and CE approval standards | "All motors are UL and CE approved." |
Blade Material | Blades must be surgical-grade stainless steel | "Blades are surgical-grade stainless steel." |
Efficacy (Animal Studies) | Demonstrate comparable efficacy to predicate devices | "Animal studies have been performed to demonstrate the efficacy of the unit. It was compared to the predicate devices in tests with enucleated eyes." |
Clinical Equivalence | No significant change in technology or principles compared to predicate, implying similar clinical outcomes. (This is a claim, not a measured performance metric for the Horizon Epikeratome directly from clinical trials). | "This device is identical to the predicate device... Since there is no change in technology or principles, a clinical test is not required." |
2. Sample Size Used for the Test Set and Data Provenance:
- Test Set Sample Size: Not explicitly stated. The document mentions "tests with enucleated eyes" for animal studies, but the number of eyes or animals is not provided.
- Data Provenance:
- Animal Studies: Performed on "enucleated eyes." The species or origin of these eyes is not specified.
- Clinical Studies: No human clinical test set was used for the Horizon Epikeratome's performance evaluation as it was deemed not required due to equivalence with a predicate device.
3. Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications:
Not applicable. As no human clinical test set was required for the Horizon Epikeratome due to its equivalence claim, there was no need for experts to establish ground truth in this context. The animal studies would likely have been evaluated by veterinarians or ophthalmic researchers, but specific details are not provided.
4. Adjudication Method for the Test Set:
Not applicable. Since no human clinical test set or formal multi-reader evaluation was conducted and reported, there's no mention of an adjudication method.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done:
No, an MRMC comparative effectiveness study was not done. The submission explicitly states: "Since there is no change in technology or principles, a clinical test is not required" for the Horizon Epikeratome.
6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done:
Not applicable. The Horizon Epikeratome is a mechanical microkeratome system, not an AI algorithm. Therefore, the concept of "standalone (algorithm only)" performance does not apply.
7. The Type of Ground Truth Used:
- Animal Studies: For the animal studies on enucleated eyes, the ground truth would likely have been based on direct observation and measurement of the outcomes of the corneal and epithelial separation, potentially compared against the known effects of the predicate devices. This would involve surgical assessment, potentially histology, or other direct physical measurements on the excised eyes.
- Clinical Equivalence Claim: The ultimate "ground truth" for the device's market approval relied on its substantial equivalence to legally marketed predicate devices (Hawken Flapmaker, K981155, and the Norwood Abbey Centurion, K051486), asserting that their established safety and efficacy serve as the ground truth for an equivalent device.
8. The Sample Size for the Training Set:
Not applicable. The Horizon Epikeratome is a mechanical device and does not involve AI or machine learning, thus there is no "training set."
9. How the Ground Truth for the Training Set was Established:
Not applicable, as there is no training set for this device.
Ask a specific question about this device
(84 days)
Regulatory Class: Class I
Classification Name: Ophthalmic Laser
Regulation Number: 21 CFR 878.4810, 886.4370
The Da Vinci™ Femtosecond Surgical Laser is an ophthalmic surgical laser indicated for use in the creation of a corneal flap in patients undergoing LASIK surgery or other treatment requiring initial lamellar resection of the cornea.
The Da Vinci™ Femtosecond Surgical Laser is a precision ophthalmic surgical laser designed for use in performing lamellar corneal resections. The cutting action of the Da Vinci™ Femtosecond Surgical Laser is achieved through nonlinear absorption of infrared laser light and subsequent disintegration of tissue, created by focused ultrashort pulses which are delivered through a lens while fixating the eye under a vacuum. The complete Da Vinci™ Femtosecond Surgical Laser system consists of the following functional units: 1. Base Station (BS), integrating the Laser Unit, Fast Scan Unit (FS), and Fixed Mirror Articulating Arm (FMAA) 2. Handpiece (HP), integrating the Slow Scan Unit (SS) and the Cutting Lens 3. Accessories, comprising Suction Ring, Distance Foil, Vacuum Tube with Strainer and Handpiece Cover. The Da Vinci™ Femtosecond Surgical Laser is movable on four rollers. Two rollers can be locked by a mechanical brake. For movement inside the clinic, HP and FMAA can be locked in a secured transport position.
Here's an analysis of the provided text regarding the Da Vinci™ Femtosecond Surgical Laser, focusing on acceptance criteria and supporting studies.
Important Note: The provided text is a 510(k) summary, which is a premarket notification for showing substantial equivalence to a legally marketed predicate device. This type of submission generally relies on demonstrating that the new device is as safe and effective as a predicate, rather than presenting extensive de novo clinical trial data with formal acceptance criteria and independent study designs as might be seen for a PMA. Therefore, some of the requested information (like specific effect sizes of human readers with/without AI, or details on ground truth for training data) is typically not present in a 510(k) summary focused on substantial equivalence.
Based on the provided document:
1. Table of Acceptance Criteria and Reported Device Performance
The document does not present a formal table of "acceptance criteria" in terms of specific performance metrics (e.g., accuracy, precision, sensitivity, specificity) for the device's main function (corneal flap creation) that were then met by a study. Instead, it focuses on demonstrating substantial equivalence to a predicate device and compliance with general safety and performance standards.
However, some implied performance and safety parameters are mentioned:
Acceptance Criteria (Implied/Stated) | Reported Device Performance |
---|---|
Premarket Acceptance: Substantial Equivalence to Predicate Device | Determined to be substantially equivalent to the Pulsion FS Laser (K013941) for technical characteristics and the Amadeus Microkeratome (K993190) for intended use. |
Compliance with FDA Standards: Performance Standard for Light-emitting Products | "The Da Vinci™ Femtosecond Surgical Laser is in full compliance with FDA's Performance Standard for Light-emitting Products; 21 CFR §1040.10 and 1040.11." |
Corneal Flap Creation: Precision of focal point depth | maximum by vepth of the focal point is at 250 µm ± 5 µm minus the thickness of the distance foil (This defines a specification rather than a measured outcome of a specific study in the document). |
System Safety: Residual net force of Fixed Mirror Articulating Arm (FMAA) | ` |
Ask a specific question about this device
(30 days)
|
| Device Classification and
Product Code | Class 1 per 21 CFR §886.4370
3196 Australia
Re: K051486
Trade/Device Name: Centurion SES™ Epikeratome Regulation Number: 21 CFR 886.4370
The Norwood Abbey Centurion SES Epikeratome is intended for use in the separation of the epithelium from the cornea in preparation for subsequent surgical procedures on the denuded cornea.
The Norwood Abbey Centurion SES Epikeratome is an AC-powered device that is used by incising the epithelium at a predetermined location and diameter using a high-speed oscillating separator made of PMMA. The device consists of the following main components and accessories: console, separator drive assembly, suction ring assembly (with 10.0 and 9.0mm suction franquece, separator anve assombly, oaction ing are may as embly (accessory), forceps and an epithelial separator. The Norwood Abbey Centurion SES Epikeratome contains a Head Unit Assembly (with The Norwood Abbey Container sizes) that allows the cornea to protrude through the ഴിയ വിവിധ വാടിനിന് caction is suspended from the end of the separator drive assembly housing that is moved by a drive mechanism along a forward path inside the suction ring nousing that is moved by a unve mechannel and vacuum for the suction ring are provided by user command via the console and foot pedal.
This submission, K051486, describes the Centurion SES™ Epikeratome, an AC-powered device for separating the corneal epithelium. The submission focuses on a new console for the device and its substantial equivalence to a predicate device.
Here's an analysis of the provided text in relation to the requested information:
1. Table of Acceptance Criteria and Reported Device Performance
Acceptance Criteria | Reported Device Performance |
---|---|
Functionally equivalent to the predicate device (Johnash OEO Epikeratome) | "Bench testing has demonstrated that the new console is functionally equivalent to the Denin testing has dominated inor differences between the modified device and the predicate device do not affect safety or effectiveness." |
Able to drive the separator assembly to remove epithelium in a consistent and reproducible way. | "Functional test results demonstrate that the Centurion SES system with new console r unfollowar tost Toodko 'device console does to drive the separator assembly to remove epithelium in a consistent and reproducible way." |
No effect on safety or effectiveness due to modified console. | "Bench testing has demonstrated that the new console is functionally equivalent to the Denin testing has dominated inor differences between the modified device and the predicate device do not affect safety or effectiveness." |
Equivalent to the predicate device with respect to intended use and technological characteristics. | "Based on the qualification testing, it can be concluded that the new Norwood Abbey Dased on the qualified console is equivalent to the predicate Ochturion SES Epikeratome with respect to intended use and technological characteristics." |
2. Sample size used for the test set and the data provenance
The document explicitly states "Bench testing" and "Functional test results." This implies a series of laboratory-based tests rather than studies involving human subjects or patient data.
- Sample Size: Not specified. Standard engineering and functional testing would likely involve testing multiple units of the device and observing performance over a range of operational parameters, but no specific count is given.
- Data Provenance: The testing appears to be prospective bench testing conducted by Norwood Abbey Limited in Australia. There is no mention of patient data, retrospective analysis, or specific country of origin for any human-derived data.
3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts
This type of information is not applicable to this submission. The device is for a surgical procedure (mechanical separation of epithelium), and its performance evaluation focused on its mechanical and functional equivalence to a predicate device, as demonstrated through bench testing. There is no mention of human-interpreted data (like medical images) that would require experts to establish ground truth.
4. Adjudication method for the test set
Not applicable. As the performance evaluation was based on functional and bench testing, there's no "ground truth" to adjudicate in the typical sense of expert review for diagnostic devices.
5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance
No. This is a mechanical surgical device, not a diagnostic imaging device with AI assistance. Therefore, an MRMC study is not relevant.
6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
Yes, in spirit. The performance evaluation was entirely "standalone" in the sense that the device's functional characteristics were assessed directly through bench testing without human-in-the-loop performance testing in a clinical diagnostic context. The focus was on the machine's ability to perform its stated mechanical function.
7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)
The "ground truth" for this device's performance evaluation was defined by:
- Functional equivalence to the predicate device: The new console had to demonstrate it could perform the same functions as the predicate device.
- Consistency and reproducibility: The device had to consistently and reproducibly drive the separator assembly to remove epithelium.
- Lack of impact on safety or effectiveness: The modifications should not negatively affect the device's safety or its ability to perform its intended use.
These "ground truths" were assessed via a combination of engineering specifications, comparison to a predicate device's known performance, and functional testing to ensure consistent mechanical operation. It does not involve biological or clinical "ground truth" as you would find in diagnostic device submissions (e.g., pathology for a cancer detection device).
8. The sample size for the training set
Not applicable. This submission is for a mechanical surgical device without any machine learning or AI components that would require a "training set."
9. How the ground truth for the training set was established
Not applicable. See point 8.
Ask a specific question about this device
(128 days)
Classification name
Keratome (per 21CFR section 886.4370)
4.
Georges Besse F 92160 Antony FRANCE
Re: K043183 Trade/Device Name: Epi-KTM Regulation Number: 21 CFR 886.4370
The Epi-K 1 is intended for use in the separation of the epithelium from the cornea in preparation for subsequent surgical procedures on denuded cornea.
List of components
- Power unit and footswitch .
- Handpiece / submitted device motor .
- Head and blade separator .
- Suction rings .
a) Power unit and footswitch
The power unit used for the submitted device Epi-K™ is the same as the power unit used for the predicate devices (OneUse - Plus Microkeratome K040297) already legally marketed in the USA by our company.
The power unit includes pumps for producing vacuum. The power unit has been designed to operate the Keratome by means of electric motor.
The front panel includes several displays and features:
- . Vacuum pressure gauge, Battery level indicator,
- . Battery charge indicator,
- Connector for the motorized handpiece of the submitted device .
- Vacuum outlet connector .
The back panel includes connectors for footswitches and battery charger
b) Handpiece / submitted device motor
The submitted device handpiece has two built-in electrical motors (one motor driving the blade separator oscillation and one motor driving the advance of the handpiece across the cornea).
c) Head and blade separator
The submitted device head is disposable and is supplied with a pre-inserted blade separator The blade separator is made of two parts:
-
The metal part in low carbon steel, and
-
The plastic holder of the blade separator, which is not in contact with the patient's eye.
d) Suction rings
The suction rings are used to fixate and pressurize the eye and to provide a base for the head. Different rings are available in order to adjust the diameter of the epithelial flap. The rings are available in two versions:
-
Reusable
-
Disposable
The provided document is a 510(k) summary for the Moria Epi-K™ device, an epikeratome used for separating the epithelium from the cornea. It details the device, its intended use, and claims substantial equivalence to predicate devices, but does not specify numerical acceptance criteria or a dedicated study proving performance against acceptance criteria in the typical sense of a clinical trial with pre-defined endpoints and statistical analysis.
Instead, the submission relies on the concept of substantial equivalence to predicate devices that are already legally marketed. The "tests and results" section describes in-vitro and in-vivo studies to support the device's safety and efficacy, framing them in terms of their ability to perform the intended function similarly to established devices.
Here's an attempt to extract and frame the information requested, with necessary caveats due to the nature of the document:
1. Table of Acceptance Criteria (Inferred) and Reported Device Performance
As explicit numerical acceptance criteria are not stated in this 510(k) summary, the "acceptance criteria" are inferred from the claims made about the predicate devices (which are legally marketed) and the stated purpose of the Epi-K™. The reported device performance is taken directly from the "Discussion of tests and results" section.
Acceptance Criterion (Inferred from Predicate Devices & Intended Use) | Reported Device Performance (Epi-K™) |
---|---|
Ability to create an epithelial flap safely and effectively. | In-vitro studies on porcine eyes demonstrated: The safety and efficacy of the submitted device for creating an epithelial flap. The quality of the epithelium separation. |
Ability to create a hinged circular epithelial flap of predetermined dimensions safely. | In-vivo studies on 77 human eyes showed: Epi-K™ is a safe device able to create a hinged circular epithelial flap of predetermined dimensions. |
2. Sample Size Used for the Test Set and Data Provenance
- Sample Size for In-vitro Test Set: Not explicitly stated, but "porcine eyes" are mentioned.
- Sample Size for In-vivo Test Set: 77 human eyes.
- Data Provenance: Not explicitly stated (e.g., country of origin, specific clinics). The context suggests these were conducted by Moria S.A., a French company. The studies are described as "In-vitro" and "In-vivo," which implies prospective data collection for the purpose of this submission.
3. Number of Experts Used to Establish Ground Truth and Qualifications
This information is not provided in the document. The studies described are performance tests of the device itself rather than assessments requiring expert-established ground truth in the context of diagnostic accuracy. For the "quality of epithelium separation" or "safety" assessment, it's implied that trained professionals (e.g., ophthalmologists, pathologists) would have evaluated the outcomes, but their number and specific qualifications are not detailed.
4. Adjudication Method for the Test Set
This information is not provided in the document. Given the nature of the studies (device performance in creating a flap), a formal adjudication method for ground truth establishment (like 2+1 consensus) is less directly applicable than for diagnostic studies. Evaluations would likely involve direct observation and measurement by investigators.
5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study
No, an MRMC comparative effectiveness study was not mentioned. This type of study typically compares human readers' diagnostic performance with and without AI assistance. The Epi-K™ is a surgical device, not a diagnostic AI system, so this type of study would not be applicable.
6. Standalone (Algorithm Only) Performance Study
Not Applicable. The Epi-K™ is a mechanical surgical device with a motor, handpiece, and blade. It is not an algorithm or AI system, so a standalone algorithm-only performance study is irrelevant. The "performance" here refers to the device's ability to physically perform its intended function.
7. Type of Ground Truth Used
For the in-vitro porcine eye studies, the "ground truth" would be the direct observation and measurement of the "safety and efficacy" of flap creation and the "quality of epithelium separation" by qualified personnel.
For the in-vivo human eye studies, the "ground truth" for safety and ability to create a "hinged circular epithelial flap of predetermined dimensions" would be direct clinical observation and measurement during and after the procedure by the operating surgeon and clinical team. This could involve histological examination of the removed tissue, but specific details are not provided. Essentially, the "ground truth" is the observed physical outcome of the surgical procedure as performed by the device.
8. Sample Size for the Training Set
Not Applicable. The Epi-K™ is a mechanical device, not an AI or machine learning algorithm. Therefore, there is no "training set" in the context of data-driven model development.
9. How the Ground Truth for the Training Set Was Established
Not Applicable. As there is no training set for an AI/ML model, this question is not relevant to the Epi-K™ device.
Ask a specific question about this device
Page 1 of 6