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510(k) Data Aggregation
(20 days)
GE INNOVA SOLID STATE XRAY-IMAGER FLUOROSCOPIC X-RAY SYSTEM, MODELS INNOVA 4100, 3100, 2100, 3131, 2121
The Innova systems are indicated for use in generating fluoroscopic images of human anatomy for vascular angiography, diagnostic and interventional procedures, and optionally, rotational imaging procedures. They are also indicated for generating fluoroscopic images of human anatomy for cardiology, diagnostic, and interventional procedures. They are intended to replace fluoroscopic images obtained through image intensifier technology. These devices are not intended for mammography applications.
The Innova series digital fluoroscopy systems labeling is modified to allow the use of this device in an Operating Room environment that is suitable for this device. The device is suitable for Interventional XRAY procedures (catheter, needle, Minimally Invasive Surgery ) and can be used either in an Interventional Room (i.e. Cath Lab) or in an Operating Room Environment. The device is not suitable to do surgical procedures (ie. open surgery).
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Table of Acceptance Criteria and Reported Device Performance:
The submission does not provide a table of acceptance criteria or quantitative performance metrics for the device itself. Instead, it focuses on the device's substantial equivalence to predicate devices based on a labeling change.
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Sample Size Used for Test Set and Data Provenance:
- Sample Size: Not applicable. The submission explicitly states, "There is no clinical testing for this modification since the intended use, indications for use and other product specifications do not change."
- Data Provenance: Not applicable. No new clinical or performance data was generated for this specific modification.
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Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications:
Not applicable. No new test set requiring expert ground truth was used.
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Adjudication Method for the Test Set:
Not applicable. No new test set was adjudicated.
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Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study:
No. The submission explicitly states, "The subject of this Premarket submission, Innova in Operating room environment, did not require clinical studies to support substantial equivalence." Therefore, no MRMC study was conducted.
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Standalone (Algorithm Only) Performance Study:
No. This submission is for a medical device (digital fluoroscopy system) whose labeling was modified, not a standalone algorithm. The device's performance is considered substantially equivalent to its predicate devices, which were previously cleared.
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Type of Ground Truth Used:
Not applicable. No new ground truth was established for this submission. The ground truth for the predicate devices' initial clearance would have been established, but this information is not part of this specific submission.
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Sample Size for the Training Set:
Not applicable. This submission is for a labeling modification to an existing device, not for the development of a new algorithm or system requiring a training set.
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How the Ground Truth for the Training Set Was Established:
Not applicable. No training set was used.
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(42 days)
INNOVA 2121IQ, INNOVA 3131IQ, INNOVA 4100, INNOVA 4100IQ, INNOVA 3100, INNOVA 3100IQ, INNOVA 2100IQ WITH
The Innova systems are indicated for use in generating fluoroscopic images of human anatomy for vascular angiography, diagnostic and interventional procedures, and optionally, rotational imaging procedures. They are also indicated for generating fluoroscopic images of human anatomy for cardiology, diagnostic, and interventional procedures. They are intended to replace fluoroscopic images obtained through image intensifier technology. Those devices are not intended for mammography applications. Innova IVUS option: The Innova IVUS software option simplifies the clinical workflow associated with the use of Volcano IVUS products by: (1) automatically synchronizing the patient demographic information (patient name, date of birth, DICOM attributes etc.) from Innova system with an IVUS imaging system, (2) providing a remote access to commonly used IVUS functions from the Innova table side user interface. (3) displaying the IVUS images on the multi-monitor display of the Innova cathlab system.
The Innova IVUS is offered as an option for Innova 2121 IQ, Innova 3131 IQ (cleared under K060259), Innova 4100 (cleared under K033244), Innova 3100 (cleared under K031637), Innova 2100 IQ (cleared under K050489), Innova 4100 IQ and Innova 3100 IQ (cleared under K052412). The Innova Digital Fluoroscopic Imaging Systems are designed to perform fluoroscopic x-ray examinations. The detector is comprised of amorphous silicon with a cesium iodine scintillator. The resulting digital image can be sent through a Fiber Channel link to an acquisition system then to network (in using DICOM) for applications such as post-processing, printing, viewing and archiving. Digital Fluoroscopic Imaging System consists of an a monoplane or biplane positioner, a vascular or cardiac table, an X-RAY system and one or two digital detectors. The Innova IVUS option provides enhanced connectivity with third party intravascular ultrasound devices.
The provided text is a 510(k) summary for the GE Healthcare Innova Digital Fluoroscopic Imaging System with the Innova IVUS option. This document primarily describes the device, its intended use, and argues for its substantial equivalence to previously cleared devices. It does not contain the specific information required to complete the detailed breakdown of acceptance criteria and a study to prove they are met.
Here's why and what's missing:
- Substantial Equivalence: The core of this 510(k) is to demonstrate that the new device (Innova IVUS option) is substantially equivalent to existing marketed devices. This means it doesn't generally require new performance studies against predefined acceptance criteria in the same way a novel device might. Instead, it relies on demonstrating that its technological characteristics, intended use, and safety/effectiveness are comparable to the predicate devices.
- Lack of Performance Data: The document explicitly states: "GE Healthcare considers that Innova IVUS option for Digital Conclusions: Fluoroscopic Imaging Systems... to be equivalent with the predicate devices. The potential hazards, related to the introduction of Innova IVUS options are controlled by a risk management plan including: - A hazard identification (Attachment 8) - A risk evaluation (Attachment 8) - Software Development and Validation Process A (Attachment 7)". This suggests that the primary validation strategy focused on risk management and demonstrating equivalence, rather than conducting new performance studies with specific statistical acceptance criteria for imaging performance or diagnostic accuracy.
- Focus on Workflow and Connectivity: The "Innova IVUS option" itself, as described, primarily "simplifies the clinical workflow associated with the use of Volcano IVUS products by: (1) automatically synchronizing patient demographic information... (2) providing a remote access to commonly used IVUS functions... (3) displaying the IVUS Images on the multi-monitor display...". These are functional enhancements, not direct improvements in image quality or diagnostic accuracy of the fluoroscopic system itself. Therefore, the "acceptance criteria" for these features would likely be about proper function and display, not statistical performance metrics against a clinical ground truth.
Therefore, it is not possible to fill out the requested table and answer the questions based on the provided text. The document describes why the device is considered safe and effective (by being substantially equivalent to existing devices) but does not provide details of a study with acceptance criteria and reported performance metrics as if it were a new, de novo device.
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(14 days)
INNOVA 2100-IQ, INNOVA 3100, INNOVA 3100-IQ, INNOVA 4100, AND INNOVA 4100-IQ
The Innova systems are indicated for use in generating fluoroscopic images of human anatomy for vascular angiography, diagnostic and interventional procedures, and optionally, rotational imaging procedures. They are also indicated for generating fluoroscopic images of human anatomy for cardiology, diagnostic, and interventional procedures. They are intended to replace fluoroscopic images obtained through image intensifier technology. Those devices are not intended for mammography applications.
Innova 3D is a software option which reconstructs 3D volumes from Rotational Fluoroscopy acquisition to assist the physician in diagnosis, surgical planning, interventional procedures and treatment follow-up. It is not intended for mammography applications.
InnovaSpin is a software option that permits fast spin rotational angiography. It is not intended for mammography applications.
The Innova 3D is offered as an option for Innova 4100 (already cleared under K033244), Innova 3100 (already cleared under K031637), Innova 2100''' (2100-IQ) aiready cleared under K050489), Innova 4100''' and Innova 3100'''.
The InnovaSpin is offered as an option for Innova 4100 (already cleared under K033244), Innova 3100 (already cleared under K031637), Innova 4100'0 and Innova 3100'9.
The Digital Fluoroscopic Imaging Systems Innova are designed to perform fluoroscopic x-ray examinations. The detector is comprised of amorphous silicon with a cesium iodine scintillator. The resulting digital image can be sent through a Fiber Channel link to an acquisition system then to network (in using DICOM) for applications such as post-processing, printing, viewing and archiving. Digital Fluoroscopic Imaging System consists of an a monoplane positioner, a vascular or cardiac table, an X-RAY system and a digital detector.
The provided text describes a 510(k) summary for GE Healthcare's Digital Fluoroscopic Imaging Systems (Innova 4100, Innova 4100IQ, Innova 3100, Innova 3100IQ, Innova 2100IQ) with optional Innova 3D or InnovaSpin. The submission focuses on demonstrating substantial equivalence to previously cleared predicate devices rather than proving performance against specific acceptance criteria for a new device's accuracy or effectiveness.
Therefore, the document does not contain detailed acceptance criteria or a study that directly proves the device meets such criteria in terms of performance metrics like sensitivity, specificity, or reader improvement with AI assistance.
However, it does describe the basis for substantial equivalence, which serves as a form of "acceptance criteria" in a regulatory context, and the "study" (or rather, the data referenced) used to support this claim.
Here's a breakdown of the requested information based on the provided text, with explicit notes where the information is not present:
Acceptance Criteria and Device Performance Study for GE Innova Digital Fluoroscopic Imaging Systems
1. Table of Acceptance Criteria and Reported Device Performance:
Acceptance Criteria (based on Substantial Equivalence Claim) | Reported Device Performance (based on Substantial Equivalence Claim) |
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Substantial Equivalence to Predicate Devices: | Claimed Substantial Equivalence to: |
- Innova 3D option substantially equivalent to currently marketed software option Advantage 3D XR (K974715). | - Innova 3D option is substantially equivalent on Innova 4100, Innova 4100IQ, Innova 3100, Innova 3100IQ, Innova 2100IQ. |
- InnovaSpin option substantially equivalent to currently marketed InnovaSpin option of Vascular Angiographic system Innova 2100IQ (K050489). | - InnovaSpin option is substantially equivalent on Innova 4100, Innova 4100IQ, Innova 3100, Innova 3100IQ. |
- Innova 4100IQ and Innova 3100IQ devices substantially equivalent to Innova 4100 (K033244) and Innova 3100 (K031637). | - Innova 4100IQ and Innova 3100IQ devices are substantially equivalent. |
Maintenance of Image Quality and Diagnostic Capabilities: | - "Innova 4100, Innova 4100IQ, Innova 3100, Innova 3100IQ and Innova 2100IQ with InnovaSpin and Innova 3D options are considered substantially equivalent to the predicates in terms of image quality and diagnostic capabilities." |
Compliance with Regulatory Standards: | - All construction and materials compliant with UL 187 and IEC 60601-1 (existing parts), and UL 2601 and IEC 60601-1 (new parts). |
Risk Management: | - Potential hazards controlled by a risk management plan (hazard identification, risk evaluation, software development and validation process). |
2. Sample size used for the test set and the data provenance:
- Sample Size:
- For Innova 3D option: Clinical data was "submitted in the Advantage 3D XR 510K (K954355)." The sample size for this prior submission is not specified in the provided document.
- For InnovaSpin option: Clinical data was "submitted in the LCV+ Version 2 system 510K (K993037)." The sample size for this prior submission is not specified in the provided document.
- For Innova 2000 "Fast Spin Rotational Angiography" option (previous clearance to establish equivalence for InnovaSpin): Cleared without clinical data "based on the fact that this mode of acquisition does not address different anatomies versus LCV+ Version 2 system (K993037)."
- Data Provenance: The document states "previously submitted clinical data are applicable for this submission." The original provenance (e.g., country of origin, retrospective/prospective) of these referenced clinical datasets (K954355 and K993037) is not specified in the provided text.
3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:
- This information is not provided in the document as no new clinical study analyzing expert performance or ground truth establishment is described for this specific 510(k) submission. The submission relies on prior clearances.
4. Adjudication method for the test set:
- This information is not provided in the document, as no new clinical study with expert adjudication is described.
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:
- A MRMC comparative effectiveness study is not mentioned or described in the document. The submission is focused on demonstrating substantial equivalence to existing devices and software options through technical comparison and referencing prior clinical data, not explicitly on AI assistance or reader improvement.
6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:
- A standalone algorithm performance study is not described in the document. The Innova 3D and InnovaSpin are described as "software options" that "assist the physician" or "permit fast spin rotational angiography," implying they are tools used by a human, rather than standalone diagnostic algorithms.
7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.):
- The document references prior "clinical data" but does not specify the type of ground truth used in those original studies that supported the predicate devices.
8. The sample size for the training set:
- This information is not provided in the document. Since the submission relies on demonstrating substantial equivalence to already marketed devices and software, and not on developing a new AI algorithm from scratch, the concept of a "training set" in the context of machine learning is not discussed.
9. How the ground truth for the training set was established:
- This information is not provided in the document, as no training set is described for this submission.
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(27 days)
INNOVA 4100, INNOVA 3100
The two Digital Fluoroscopic Imaging Systems are indicated for use in diagnostic and interventional angiographic procedures of human anatomy. It is intended to replace image intensifier fluoroscopic systems in all diagnostic or interventionnal procedures. These devices are not intended for mammography applications. The Bolus Chasing option submitted here is intended to perform subtracted angiography in real time of the lower limbs for diagnostic purpose.
The provided text contains information about a 510(k) submission for a Digital Fluoroscopic Imaging System with an optional Bolus Chasing feature. However, it does not include specific details about acceptance criteria, a dedicated study proving performance against defined criteria, sample sizes for test or training sets, data provenance, expert qualifications, or adjudication methods for establishing ground truth.
The document focuses on demonstrating substantial equivalence to a predicate device, as opposed to providing a detailed performance study against a set of acceptance criteria.
Therefore, many parts of your request cannot be answered from the provided text.
Here's what can be extracted based on the document:
1. A table of acceptance criteria and the reported device performance
- Acceptance Criteria: Not explicitly stated in the provided document. The submission focuses on demonstrating substantial equivalence to a predicate device rather than meeting specific quantifiable performance metrics.
- Reported Device Performance: Not explicitly stated as quantifiable performance metrics. The equivalence is based on the device's design, materials, and intended use being similar to the predicate.
2. Sample sized used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)
- Sample Size: Not specified.
- Data Provenance: Not specified.
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 as no specific test set or ground truth establishment process is described in the context of a performance study.
4. Adjudication method (e.g. 2+1, 3+1, none) for the test set
- Not applicable.
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 MRMC study is mentioned. This device is an imaging system, not an AI-assisted diagnostic tool for interpretation by human readers.
6. If a standalone (i.e. algorithm only without human-in-the loop performance) was done
- Not applicable. This is an imaging system, not an algorithm being evaluated in a standalone capacity. The "Bolus Chasing option" is a feature of the imaging system itself, controlling image acquisition.
7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)
- Not applicable as no specific performance study with ground truth is described. The basis for approval is substantial equivalence to a predicate device for its intended use.
8. The sample size for the training set
- Not applicable. This document describes a medical device, not a machine learning algorithm that requires a training set.
9. How the ground truth for the training set was established
- Not applicable.
Summary of available information regarding the "study" (equivalence demonstration):
The "study" presented here is a Substantial Equivalence (SE) demonstration for the GE Healthcare Innova 4100 and Innova 3100 (with the new Bolus Chasing option).
- Predicate Device: GE Advantx LCV+ Bolus Chasing (K960575)
- Basis of Equivalence: Comparison table and product data sheets (details not provided in the text). The opinion is based on technical and functional similarity to the predicate device.
- Risk Management: The manufacturer states that potential hazards related to the new Bolus Chasing option are controlled by a risk management plan, including:
- Hazard identification
- Risk evaluation
- Software Development and Validation Process
- Testing: Materials are compliant with UL 2601 and IEC 60601-1 standards. Design controls prevent useless X-ray/contrast agent exposure during a Bolus Chasing sequence in case of failure. This implies some form of engineering testing and verification, but not a clinical performance study as typically understood for diagnostic accuracy.
In essence, the document serves as a 510(k) summary demonstrating that the new device is as safe and effective as a previously cleared device, rather than providing a new clinical performance study with defined acceptance criteria.
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(9 days)
DIGITAL FLUOROSCOPIC IMAGING SYSTEM, MODEL INNOVA 4100 WITH TILT TABLE OPTION
The Digital Fluoroscopic Imaging System is indicated for use in diagnostic and interventional angiographic procedures of human anatomy. It is intended to replace image intensifier fluoroscopic systems in all diagnostic or interventionnal procedures. This device is not intended for mammography applications.
The new tilt table will support performing procedures like CO2 studies. Venography.
The new tilt table is offered as an option for Innova 4100, in place of the existing Omega V table, which is part of the Innova 4100 system already cleared under K023178.
The provided text describes a 510(k) summary for the GE Medical Systems Innova 4100 Digital Fluoroscopic Imaging System with an optional Tilt Table. It focuses on establishing substantial equivalence to a predicate device based on product characteristics and safety information, rather than performance against specific acceptance criteria derived from a clinical or technical study for the new tilt table option itself.
Therefore, many of the requested elements regarding acceptance criteria, device performance, and study details are not present in this document. The submission is primarily a declaration of equivalence based on design and safety standards.
Here's a breakdown of what can and cannot be extracted:
1. Table of Acceptance Criteria and Reported Device Performance
This information is not provided in the document. The submission for K033244 is a 510(k) for a modification (new tilt table option) to an already cleared device (Innova 4100). The basis for clearance is substantial equivalence to a predicate device (Siemens Axiom Artis, K021021), not a performance study against specific acceptance criteria for the tilt table's diagnostic performance. The document states:
"The GE Medical System's Innova 4100, with a new Tilt table option for patient positioning, for diagnostic fluoroscopic imaging is substantially equivalent to Siemens Axiom Artis (K021021). This opinion is based on the information contained in the comparison table (Attachment 3), and the product data sheets (Attachment 4 & 5)."
This implies a comparison of specifications and features, not a clinical performance study with predefined acceptance criteria for the new option.
2. Sample Size Used for the Test Set and Data Provenance
This information is not provided. As no such performance study is described, there is no test set, sample size, or data provenance.
3. Number of Experts Used to Establish Ground Truth and Their Qualifications
This information is not provided. As no such performance study is described, there's no ground truth established by experts.
4. Adjudication Method for the Test Set
This information is not provided. As no such performance study is described, there's no adjudication method.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done
This information is not provided. The document does not describe any MRMC study or any study comparing human readers with and without AI assistance. This device is a digital fluoroscopic imaging system, not an AI-powered diagnostic tool.
6. If a Standalone Performance Study Was Done
This information is not provided. No standalone performance study (algorithm only) is described, as the submission focuses on hardware equivalence and safety for a new option.
7. The Type of Ground Truth Used
This information is not provided. No specific ground truth (expert consensus, pathology, outcomes data) is mentioned as there's no performance study described for the new tilt table option.
8. The Sample Size for the Training Set
This information is not provided. This document does not describe any machine learning or AI component requiring a training set.
9. How the Ground Truth for the Training Set Was Established
This information is not provided. This document does not describe any machine learning or AI component for which ground truth would be established for a training set.
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(64 days)
INNOVA 4100
The Digital Fluoroscopic Imaging System is indicated for use in generating fluoroscopic images of human anatomy for diagnostic and intervention angiography procedures. It is intended to replace fluoroscopic images obtained through the image intensifier technology. This device is not intended for mammography applications.
The Digital Fluoroscopic Imaging System is indicated for use in diagnostic and interventional angiographic procedures of human anatomy. It is intended to replace image intensifier fluoroscopic systems in all diagnostic or interventionnal procedures. This device is not intended for mammography applications.
The Digital Fluoroscopic Imaging System is designed to perform fluoroscopic x-ray examinations. The detector is comprised of amorphous silicon with a cesium iodide scintillator. The resulting digital image can be sent through a Fiber Channel link to an acquisition equipment then to network (in using DICOM) for applications such as post-processing, printing, viewing and archiving. Digital Fluoroscopic Imaging System consists of an angiographic monoplane positioner, a vascular table, an X-RAY system and a digital detector.
The GE Medical Systems Digital Fluoroscopic Imaging System (Innova 4100) was studied for its diagnostic capabilities compared to a predicate device, the Innova 2000. The primary goal was to demonstrate equivalent image diagnostic capability.
Here's a breakdown of the acceptance criteria and study details:
1. Table of Acceptance Criteria and Reported Device Performance
Acceptance Criteria (Explicit or Implied) | Reported Device Performance |
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Equivalent image diagnostic capability | "found that the digital images from the Innova 4100 had equivalent image diagnostic capability." |
2. Sample Size and Data Provenance
- Test Set Sample Size: 11 pairs of patient sequences. This relatively small number suggests a comparative efficacy study.
- Data Provenance: The study was conducted at three hospitals:
- Saint-Luke's Hospital (Bethlehem, Pennsylvania - US)
- Saint-Francis Hospital (Peoria, Illinois - US)
- Centre Paris Nord (Sarcelles - France)
This indicates a mix of retrospective and prospective data, given the comparison of existing Innova 2000 images with new Innova 4100 images. The involvement of different hospitals across different countries suggests a more diverse dataset than if it were confined to a single institution or country.
3. Number of Experts and Qualifications
- Number of Experts: 6 radiologists.
- Qualifications: Not explicitly stated beyond "radiologists." It's implied they are qualified to interpret angiographic images for diagnostic purposes.
4. Adjudication Method
- The document describes the radiologists "compared digital images" and "found that the digital images from the Innova 4100 had equivalent image diagnostic capability." This phrasing suggests a consensus or majority opinion among the radiologists, but a specific adjudication method (e.g., 2+1, 3+1) is not detailed.
5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study
- Yes, a clinical comparison study was done with 6 radiologists evaluating images.
- Effect Size of Human Readers with vs. without AI: Not applicable. This study does not involve AI assistance to human readers. It's a comparison of two different fluoroscopic imaging systems (Innova 2000 vs. Innova 4100) and their inherent diagnostic image quality.
6. Standalone Performance (Algorithm Only)
- Not applicable. This is a medical device clearance for an imaging system, not an artificial intelligence algorithm. The device itself is the entire system outputting images.
7. Type of Ground Truth Used
- Expert Consensus/Clinical Agreement: The "gold standard" for determining equivalent diagnostic capability was the collective evaluation and agreement of the 6 radiologists. There's no mention of pathology or long-term outcomes data being used as ground truth for this particular comparison.
8. Sample Size for the Training Set
- Not applicable. This device is a digital fluoroscopic imaging system, not an AI algorithm that requires a distinct training set. The "training" for the device would be its engineering and design, informed by established medical imaging principles and prior device iterations (like the Innova 2000).
9. How Ground Truth for the Training Set was Established
- Not applicable, as there is no specific "training set" in the context of an AI algorithm. The device's fundamental design is based on known physics, engineering principles, and clinical requirements for fluoroscopic imaging.
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