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510(k) Data Aggregation
(335 days)
GRAD-LINE CORP.
For the treatment of chronic venous insufficiency, lymphedema, edema of venous origin, post amputation, lymphatic obstruction and contusions.
Not Found
This document is a 510(k) clearance letter from the FDA for a device named "ATLANT'S." This type of document primarily confirms that a new medical device is "substantially equivalent" to a legally marketed predicate device, allowing it to be marketed. It does not typically contain detailed study data, acceptance criteria, or performance metrics in the way a clinical study report or a premarket approval (PMA) application would.
Therefore, most of the information requested in your prompt cannot be extracted from this document. The letter focuses on regulatory approval rather than a detailed technical performance evaluation.
Here's what can be extracted based on the provided text, and where gaps exist:
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A table of acceptance criteria and the reported device performance
- Not available in this document. This letter does not specify acceptance criteria for device performance nor does it report detailed performance metrics from a study. It only states that the device is "substantially equivalent" to a predicate device for its stated indications for use.
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Sample sizes used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)
- Not available in this document. No information on sample sizes, data provenance, or study design (retrospective/prospective) is provided.
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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 available in this document. No details about experts, ground truth establishment, or their qualifications are included.
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Adjudication method (e.g. 2+1, 3+1, none) for the test set
- Not available in this document. No information on adjudication methods is present.
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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 available in this document. This is a 510(k) for a device, not explicitly an AI-driven one (though the document is from 1998, well before the widespread use of AI in medical devices). No MRMC study details are provided.
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If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
- Not available in this document. Not applicable as this is not an AI algorithm approval, and no standalone performance data is mentioned.
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The type of ground truth used (expert consensus, pathology, outcomes data, etc.)
- Not available in this document. The ground truth for any potential studies is not mentioned.
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The sample size for the training set
- Not available in this document. No information on a training set or its size is provided.
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How the ground truth for the training set was established
- Not available in this document. No information on a training set or how its ground truth was established is provided.
In summary, this 510(k) clearance letter serves as regulatory approval based on "substantial equivalence" to a predicate device, rather than a detailed report of clinical study data or performance metrics. Therefore, the specific details regarding acceptance criteria, study design, expert involvement, and ground truth establishment are not present in this document.
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