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510(k) Data Aggregation

    Why did this record match?
    Device Name :

    HemCon Bandage PRO, HemCon Patch PRO, HemCon Strip PRO, HemCon Strip First Aid PRO, ChitoFlex PRO

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The HemCon Bandage OTC is indicated for the local management of bleeding wounds such as minor cuts, minor lacerations and minor abrasions and in patients on anticoagulation therapy. The HemCon Bandage OTC also provides an antibacterial barrier against a wide range of gram positive and gram negative organisms.

    The HemCon Bandage PRO is intended for local management of bleeding wounds and to provide a barrier to bacterial penetration of the dressing in all patients and for the promotion of rapid control (hemostasis) of bleeding in patients following hemodialysis and for those on anticoagulation therapy. The dressing is indicated for the following wounds: lacerations, abrasions, nose-bleeds, surgical debridement sites, skin surface puncture sites and sites involving percutaneous catheters, tubes and pins.

    Hem Con ChitoFlex PRO is intended for local management of bleeding wounds and to provide a barrier to bacterial penetration of the dressing in all patients and for the promotion of rapid control (hemostasis) of bleeding in patients following hemodialysis and for those on anticoagulation therapy. The dressing is indicated for the following wounds: lacerations, abrasions, nose-bleeds, surgical debridement sites, skin surface puncture sites and sites involving percutaneous catheters, tubes and pins.

    The HemCon Patch PRO is intended for local management of bleeding wounds and to provide a barrier to bacterial penetration of the dressing in all patients and for the promotion of rapid control (hemostasis) of bleeding in patients following hemodialysis and for those on anticoagulation therapy. The dressing is indicated for the following wounds: lacerations, abrasions, nose-bleeds, surgical debridement sites, skin surface puncture sites and sites involving percutaneous catheters, tubes and pins.

    The HemCon Strip First Aid PRO is indicated for the local management of bleeding wounds such as minor cuts, minor lacerations and minor abrasions and in patients on anticoagulation therapy. The HemCon Strip First Aid PRO also provides an antibacterial barrier against a wide range of gram positive and gram negative organisms.

    The HemCon Strip PRO is intended for local management of bleeding wounds and to provide a barrier to bacterial penetration of the dressing in all patients and for the promotion of rapid control (hemostasis) of bleeding in patients following hemodialysis and for those on anticoagulation therapy. The dressing is indicated for the following wounds: lacerations, abrasions, nose-bleeds, surgical debridement sites, skin surface puncture sites and sites involving percutaneous catheters, tubes and pins.

    Device Description

    The HemCon® Bandage family of products are lyophilized (freeze dried) chitosan based dressings designed to optimize the muco adhesive surface density and structural integrity of chitosan at the site of injury. The bandages are soft, pliable, off-white, non-woven, lamellar dressings composed of a non-mammalian biocompatible, hydrophilic cellulose polymer, poly-N-acetylglucosamine (NAG), isolated from arctic shrimp "Pandalus Borealis' chitosan.

    When applied directly to a wound the dressing controls bleeding. The chitosan dressings offer an antibacterial barrier against a wide range of gram positive and gram negative organisms including antibiotic resistant Staphylococcus aureus (MRSA), Enterococcus faecalis (VRE) and Acinetobacter baumannii. Only single strains of most species mentioned have been studied.

    The HemCon Bandage Family of products may be manufactured to any size and are currently available in sizes: 1.5" x 1.5", 1" x 4", 2" x 2", 2"x 4", 4"x 4",3" x 9″ and 3" x 28".

    The HemCon Bandage family products are safe, durable, highly effective, and do not contain human proteins or clotting factors.

    AI/ML Overview

    Here's a summary of the acceptance criteria and study information for the HemCon® Bandage family of products, based on the provided text:

    Acceptance Criteria and Reported Device Performance

    Although specific numerical acceptance criteria (e.g., "hemostasis achieved in X% of cases") are not explicitly stated as strict pass/fail thresholds in the provided text, the studies aimed to demonstrate the device's ability to achieve hemostasis in specific scenarios and provide an antibacterial barrier. The reported performance below reflects the positive outcomes that led to the substantial equivalence determination.

    Acceptance Criteria / Performance GoalReported Device Performance
    BiocompatibilityThe devices are considered dressings for prolonged contact (24 hours to 30 days) with breached or compromised tissue surfaces and are recommended to be removed within 48 hours. Demonstrated compliance with ISO-10993 and USP :2007 through tests for Cytotoxicity, Sensitization, Irritation, and Systemic Toxicity.
    Antibacterial Barrier Efficacy"Log reduction of 4.0 or greater achieved on all of the organisms tested supporting the antibacterial barrier claim." (Organisms tested included: Acinetobacter baumannii, Enterococcus faecalis (VRE), Moraxella catarrhalis, Shigella species, Staphylococcus aureus (MRSA), Staphylococcus epidermidis, Streptococcus pneumoniae, Streptococcus pyogenes).
    Hemostasis in Anticoagulated Populations (Animal Study)"Hemostasis time in the HemCon group was significantly less than the control."
    Hemostasis in Complicated Epistaxis (Clinical Study 1)"19 out of 20 subjects achieving immediate hemostasis" in patients on anticoagulant therapy, with no rebleeding or adverse events at 48 hours post-removal.
    Time to Hemostasis in Catheterization Patients on Anticoagulation (Clinical Study 2)"Time to hemostasis with HemCon Bandage was lower (p
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    K Number
    K072486
    Date Cleared
    2008-08-06

    (337 days)

    Product Code
    Regulation Number
    N/A
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    MODIFICATION TO HEMCON BANDAGE AND HEMCON BANDAGE OTC

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    HemCon® Bandage is a hemostatic dressing for the external temporary control of severely bleeding wounds intended for emergency use. In addition, the HemCon® Bandage also controls bleeding in patients following hemodialysis.

    The HemCon® Bandage OTC is indicated for the local management of bleeding such as laceration and minor bleeding.

    Device Description

    The HemCon® Bandage is manufactured from chitosan. When applied directly to the wound, the HemCon® Bandage controls bleeding. The HemCon® Bandage is a sterile chitosan based dressing intended for use for the external temporary control of severely bleeding wounds intended for emergency use. In addition, the HernCon® Bandage also controls bleeding in patients following hemodialysis. The HemCon® Bandage OTC is indicated for the local management of bleeding such as laceration and minor bleeding.

    The original HemCon® Bandage and HemCon® Bandage OTC were cleared via 510(k) K043050 on 03 June 2005 to include the description that the bandage provides an antibacterial barrier as demonstrated by AATCC Test Method 100-2004, Evaluation of Antibacterial Finishes (Technical Manual of the America Association of Textile Chemists and Colorists) in laboratory testing for two microorganisms. This submission expands this antibacterial claim to a total of twenty-four micro-organisms.

    The HemCon® Bandage is similar to the original HemCon® Bandage and another antibacterial wound dressing, Maersk Medical's Arglaes-AB Antimicrobial (K990810, cleared 17 September 1999), the HemCon® Bandage was challenged with microbial strains in vitro to support the claim of antibacterial barrier activity and extend the list of microorganisms used in the challenge test.

    AI/ML Overview

    The provided documents are a 510(k) summary and FDA clearance letters for the HemCon® Bandage and HemCon® Bandage OTC. This submission, K072486, primarily addresses an expansion of the antibacterial claim for the device. However, this document does not describe the acceptance criteria or a study that proves the device meets the acceptance criteria for its primary hemostatic function.

    Instead, it focuses on the antibacterial properties of the device. Here's an analysis based on the information provided:

    Section 1: Acceptance Criteria and Reported Device Performance (related to antibacterial claims)

    Acceptance Criteria (Inferred from testing)Reported Device Performance
    Log reduction of microbial strains (AATCC Test Method 100-2004)Demonstrated "log 4 reductions of multiple organisms"
    Barrier to microbial penetrationDemonstrated "barrier to microbial penetration against log 6 inoculum"

    Section 2: Sample Size and Data Provenance for the Antibacterial Test Set

    • Sample Size: Not explicitly stated. The document mentions "multiple organisms" for log reduction and "log 6 inoculum" for barrier testing, but not the number of individual tests or replicates performed.
    • Data Provenance: The testing was "in vitro" and performed by HemCon Medical Technologies, Inc. No information on country of origin beyond the company's US address. It is a retrospective analysis of laboratory data used to support the expanded claim.

    Section 3: Number and Qualifications of Experts for Ground Truth (Antibacterial Claims)

    • Not applicable. The ground truth for the antibacterial claims was established through in vitro laboratory testing using standardized methods, not expert consensus on medical images or clinical outcomes.

    Section 4: Adjudication Method for the Antibacterial Test Set

    • Not applicable. This type of in vitro laboratory testing does not involve adjudication.

    Section 5: Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    • Not applicable. This submission focuses on the antibacterial properties of a hemostatic dressing, not a diagnostic imaging device, and therefore does not involve human readers evaluating cases with or without AI assistance.

    Section 6: Standalone (Algorithm Only) Performance Study

    • Not applicable. This device is a physical dressing, not an algorithm. The "performance" being described relates to its physical and chemical properties in an in vitro setting.

    Section 7: Type of Ground Truth Used (Antibacterial Claims)

    • In vitro laboratory testing results: The antibacterial claims (log reduction and barrier properties) were established through "in vitro laboratory testing" following AATCC Test Method 100-2004.

    Section 8: Sample Size for the Training Set

    • Not applicable. This isn't an AI/ML device that requires a training set. The data presented is observational from in vitro tests.

    Section 9: How the Ground Truth for the Training Set Was Established

    • Not applicable.

    Summary regarding the device's primary function (hemostasis):

    The provided documents are lacking information regarding acceptance criteria and studies for the primary hemostatic function of the HemCon® Bandage.

    • The Indications for Use statement for the Rx bandage is "a hemostatic dressing for the external temporary control of severely bleeding wounds intended for emergency use. In addition, the HemCon® Bandage also controls bleeding in patients following hemodialysis."
    • The Indications for Use statement for the OTC bandage is "indicated for the local management of bleeding such as laceration and minor bleeding."

    While the document references previous clearance (K043050) for the original device, it
    "This submission expands this antibacterial claim to a total of twenty-four micro-organisms."
    It does not include details about the studies or acceptance criteria that supported the initial clearance for hemostasis. The current submission (K072486) is specifically about expanding the device's antibacterial claims.

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    K Number
    K080818
    Date Cleared
    2008-05-15

    (52 days)

    Product Code
    Regulation Number
    N/A
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    HEMCON BANDAGE, HEMCON BANDAGE OTC, HEMCON CHITOFLEX-SURGICAL DRESSING

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The HemCon Bandage is a hemostatic dressing for the external temporary control of severely bleeding wounds intended for emergency use. In addition, the HemCon Bandage also controls bleeding in patients following hemodialysis.

    The dressing is also indicated for the control of bleeding from the skin at percutaneous needle access, vascular access and percutaneous catheter access sites.

    HemCon ChitoFlex™ Surgical is intended for use as a dressing for local management of bleeding wounds such as cuts, lacerations and abrasions.

    It may also be used for temporary treatment of severely bleeding wounds such as surgical wounds (operative, postoperative, dermatalogical, etc.) and traumatic injuries.

    The dressing is also indicated for the control of bleeding from the skin at percutaneous needle access, vascular access and percutaneous catheter access sites.

    Device Description

    The HemCon dressings are a hemostatic chitosan dressing for the external temporary control of severely bleeding wounds intended for emergency use. In addition, the dressing also controls bleeding in patients following hemodialysis.

    AI/ML Overview

    The provided text is a 510(k) Substantial Equivalence Determination letter and associated documents for the HemCon Bandage, HemCon Bandage OTC, and ChitoFlex-Surgical devices. It does not include information about acceptance criteria or a specific study proving the device meets those criteria, as it's primarily focused on demonstrating substantial equivalence to predicate devices for expanded indications for use.

    Therefore, I cannot extract the requested information regarding acceptance criteria and a study proving their fulfillment from this document.

    However, I can extract information related to the device's indications for use and the basis for its substantial equivalence. The document states:

    "In vivo testing evaluated the efficacy of the Hemcon Bandage versus control to provide hemostasis in femoral artery catheter puncture sites. This data supports the effectiveness of the Hemcon Bandage in achieving hemostasis at percutaneous catheter sites."

    This indicates that some in vivo testing was performed to support the effectiveness of the device for a specific new indication. However, it does not provide details on:

    • Specific acceptance criteria used in that test.
    • The exact study design (e.g., sample size, methodology, statistical analysis, full results).
    • Details about the ground truth methods, experts, or training data for any AI component (as this is a medical device, not an AI/ML device in this context).
    • Any multi-reader multi-case (MRMC) or standalone comparative effectiveness studies.

    The document focuses on establishing substantial equivalence based on similar intended use, indications, and the fact that the majority of predicate devices are chitosan-based dressings. It lists several predicate devices, implying that their performance and safety data would have been considered during the initial clearance of those devices and serve as a basis for comparison.

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    K Number
    K043050
    Manufacturer
    Date Cleared
    2005-06-03

    (211 days)

    Product Code
    Regulation Number
    N/A
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    HEMCON BANDAGE AND HEMCON BANDAGE OTC

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The HemCon® Bandage is intended as an external temporary wound treatment for the control of severely bleeding wounds for emergency use. In addition, the HemCon® Bandage also controls bleeding in patients following hemodialysis. The HemCon® Bandage OTC is intended for the local management of bleeding such as laceration and minor bleeding.

    Device Description

    The HemCon® Bandage and the HemCon® Bandage OTC are each applied to the wound and held in place until it adheres to the wound and hemostasis is achieved. Then, an outer bandage is applied to secure the dressing on the wound site. The HemCon® Bandage and the HemCon® Bandage OTC are manufactured from chitosan, a material consisting of cellulosic polymer, poly[ß(1->4)-2-amino-2-deoxy-D-dlucopyranose]. These devices are packaged in a foil package and provided sterile. They are sterilized by gamma irradiation at a dose adequate to ensure a SAL of 10 %.

    AI/ML Overview

    This document is a 510(k) summary for the HemCon® Bandage and HemCon® Bandage OTC. It refers to previous submissions for performance data and states that the current devices are identical to predicate devices in intended use, material, performance, sterilization method, and method of application. This means a new study specifically for this 510(k) submission was not required as equivalence was based on prior data and minor modifications.

    Therefore, many of the requested details about a new study (like sample size, number of experts, adjudication methods, MRMC studies, standalone performance, and ground truth establishment for a new study) are not applicable to this specific 510(k) submission.

    However, I can extract information regarding acceptance criteria and reported performance from the provided text, as well as details about the previous studies that established equivalence.

    1. Table of Acceptance Criteria and Reported Device Performance

    Performance AspectAcceptance Criteria (Implied)Reported Device Performance (from predicate device data)
    HemostasisAchieve hemostasis for severely bleeding wounds (emergency use).HemCon® Bandage: Controls severely bleeding wounds. Controls bleeding in patients following hemodialysis.
    HemostasisAchieve hemostasis for local management of laceration and minor bleeding.HemCon® Bandage OTC: Controls bleeding in laceration and minor bleeding.
    AntibacterialDemonstrate antibacterial properties.HemCon® Bandage & OTC: Demonstrated antibacterial barriers by AATCC Test Method 100-2004 with Staphylococcus aureus and Klebsiella pneumonia.
    BiocompatibilityBe biocompatible.HemCon® Bandage & OTC: Complete biocompatibility data presented in referenced predicate device submissions.
    SterilityAchieve sterility with a SAL of 10^-6.HemCon® Bandage & OTC: Sterilized by gamma irradiation at a dose adequate to ensure a SAL of 10^-6. Validation study conducted according to ISO 11137, Method IIB.
    Safety & EffectivenessEquivalent to predicate devices.HemCon® Bandage & OTC: Expected to achieve the same safety and effectiveness as predicate devices.

    2. Sample Size Used for the Test Set and Data Provenance

    This 510(k) submission states, "Performance data for the HemCon® Bandage and the HemCon® Bandage OTC have been previously submitted in the referenced predicate device submissions."

    Therefore, for this specific submission K043050, a new test set was not used. The data provenance and sample sizes would be found in the predicate submissions (K023298 for HemCon® Bandage and K030946 for HemCon® Bandage OTC), which are not provided in this document.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts

    Not applicable for this 510(k) submission, as it relies on previously submitted data.

    4. Adjudication Method for the Test Set

    Not applicable for this 510(k) submission, as it relies on previously submitted data.

    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 hemostatic bandage, not an AI-powered diagnostic device involving human readers.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done

    Not applicable. This is a physical medical device, not an algorithm.

    7. The Type of Ground Truth Used

    Based on the description of the device (hemostatic bandage), the ground truth for performance in the predicate device studies would likely involve:

    • Clinical outcomes data: Direct observation of hemostasis (cessation of bleeding) in human or animal subjects for the hemostatic claims.
    • Laboratory test results: For antibacterial properties (AATCC Test Method 100-2004) and biocompatibility.
    • Sterilization validation data: For sterility claims (ISO 11137).

    8. The Sample Size for the Training Set

    Not applicable. This device is a physical medical device, not a machine learning algorithm requiring a training set.

    9. How the Ground Truth for the Training Set Was Established

    Not applicable for the same reason as above.

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    K Number
    K030946
    Manufacturer
    Date Cleared
    2003-06-19

    (85 days)

    Product Code
    Regulation Number
    N/A
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    HEMCON BANDAGE OTC; HEMCON CATH/AID

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The HemCon™ Bandage OTC Is indicated for the local management of bleading such as laceration and minor bleeding.

    Device Description

    The HemCon™ Bandage OTC is manufactured from chilosan, a material consisting of callulosic polymer, poly-N-acetylgiucosamine. The HemCon™ Bandage OTC device is packaged in a foll package and are provided sterile.

    AI/ML Overview

    The provided document is a 510(k) premarket notification for the HemCon™ Bandage OTC. It confirms the device's substantial equivalence to predicate devices and does not contain detailed information about a specific study proving acceptance criteria. Instead, it refers to performance data previously submitted for a referenced device.

    Therefore, many of the requested elements about acceptance criteria, study design, and ground truth cannot be extracted directly from this document. However, I can infer some points based on the nature of a 510(k) submission for this type of device.

    1. Table of Acceptance Criteria and Reported Device Performance

    This document does not explicitly state acceptance criteria or provide a table of reported device performance. For a device like a hemostatic bandage, common performance criteria would likely revolve around its ability to stop bleeding, biocompatibility, and safety. The document states:

    • "Performance data for the HemCon™ Bandage OTC has been previously submitted in the referenced device submission."
    • "In summary, the HemCon™ Bandage OTC is expected to achieve the same safety and effectiveness as the predicate devices mentioned above."

    Therefore, the acceptance criteria would implicitly be that the device performs equivalently to the predicate devices in terms of safety and effectiveness for its intended use (local management of bleeding such as laceration and minor bleeding).

    2. Sample size used for the test set and the data provenance (e.g., country of origin of the data, retrospective or prospective)

    This information is not available in the provided text. A 510(k) summary typically doesn't include specific details on sample sizes or data provenance for studies, especially if relying on previous submissions.

    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)

    This information is not available in the provided text. For a medical device like a bandage, clinical trials or material safety tests would typically involve medical professionals (e.g., surgeons, emergency room physicians) if human studies were conducted, or lab personnel for bench testing.

    4. Adjudication method (e.g., 2+1, 3+1, none) for the test set

    This information is not available in the provided text.

    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

    This document describes a hemostatic bandage, not an AI-powered diagnostic or assistive device. Therefore, an MRMC comparative effectiveness study involving human readers with or without AI assistance is not applicable and was not performed.

    6. If a standalone (i.e., algorithm only without human-in-the loop performance) was done

    This is not applicable as the HemCon™ Bandage OTC is a physical medical device, not an algorithm, and does not involve human-in-the-loop performance in the context of an algorithm.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

    This information is not explicitly stated. For a hemostatic bandage, ground truth would likely be established through objective measures of bleeding cessation, wound healing, safety (e.g., infection rates, allergic reactions), and biocompatibility, often compared against established standards or predicate device performance. Outcomes data (e.g., time to hemostasis, adverse event rates) would be a key component.

    8. The sample size for the training set

    This information is not available in the provided text, as this is a physical medical device and the concept of a "training set" (as used in machine learning) does not apply in the same way. Performance data would likely come from pre-clinical (in vitro, in vivo animal) and possibly clinical human studies.

    9. How the ground truth for the training set was established

    This information is not available in the provided text for the reasons mentioned in point 8.

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    K Number
    K023298
    Device Name
    HEMCON BANDAGE
    Manufacturer
    Date Cleared
    2002-11-04

    (32 days)

    Product Code
    Regulation Number
    N/A
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    HEMCON BANDAGE

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    HemCon™ Bandage is a hemostatic dressing for the external temporary control of severely bleeding wounds intended for emergency use. In addition, the HemCon™ Bandage also controls bleeding in patients following hemodialysis.

    Device Description

    The HemCon™ Bandage is applied to the wound and held in place until it adheres to the wound and hemostasis is achieved. Then, an outer bandage is applied to secure the dressing on the wound site. The HemCon™ Bandage is manufactured from ChitoClear™ chitosan ,a material consisting of cellulosic polymer, poly-N-acetylglucosamine. This device is packaged in a foil package and is provided sterile. It is sterilized by gamma irradiation at 15 kGy ensuring a SAL of 10°.

    AI/ML Overview

    This document is a 510(k) summary for the HemCon™ Bandage, which means it describes the device's substantial equivalence to existing legally marketed devices rather than providing detailed clinical study results and acceptance criteria as would be found in a Premarket Approval (PMA) application. Therefore, much of the requested information regarding acceptance criteria, specific study design, and performance metrics is not explicitly detailed in the provided text.

    However, based on the information available in the 510(k) summary, here's what can be inferred and stated:

    1. A table of acceptance criteria and the reported device performance

    The document does not explicitly state quantitative acceptance criteria. Instead, it relies on demonstrating that the HemCon™ Bandage "out-performed the gauze control in all criteria" and showed "no statistical difference in the pre-injury animal characteristics" compared to predicate devices in animal models. The reported performance is qualitative and comparative rather than against predefined numerical thresholds.

    Acceptance Criteria (Inferred from Comparative Statement)Reported Device Performance (Comparative)
    Superior to gauze controlOut-performed the gauze control in all criteria
    Comparable to predicate devices (RDH Bandage, SyvekPatch®)Expected to achieve the same safety and effectiveness as the predicate devices mentioned above. (Implies performance is at least equivalent to these.)
    Reduced post-treatment blood lossExhibited a lower rate of post-treatment blood loss (compared to gauze control)
    Reduced fluid useExhibited a reduction in fluid use (compared to gauze control)
    Higher survival rateExhibited a higher rate of survival (compared to gauze control)
    Higher hemostasis rateExhibited a higher rate of hemostasis (compared to gauze control)
    No statistical difference in pre-injury characteristicsNo statistical difference in the pre-injury animal characteristics (between HemCon™ Bandage and control groups)

    2. Sample size used for the test set and the data provenance

    The document states, "The HemCon™ Bandage has been tested in several settings utilizing accepted and approved animal models of hemorrhage..." However, it does not provide any specific sample sizes for these animal studies.

    The data provenance is stated as "accepted and approved animal models of hemorrhage," implying animal studies rather than human clinical trials. The country of origin of the data is not specified. It is likely a retrospective analysis of animal study data submitted for 510(k) purposes.

    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 510(k) summary, as the studies mentioned are animal models, not human clinical trials requiring expert ground truth for interpretation of human data.

    4. Adjudication method for the test set

    This information is not provided and is generally not applicable to the type of animal studies described in a 510(k) for substantial equivalence.

    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 multi-reader multi-case (MRMC) comparative effectiveness study is not mentioned and is not relevant to this device. The HemCon™ Bandage is a hemostatic dressing, not an AI-powered diagnostic or assistive technology.

    6. If a standalone (i.e. algorithm only without human-in-the loop performance) was done

    This concept is not applicable to the HemCon™ Bandage, as it is a physical medical device (hemostatic dressing), not an algorithm or AI system.

    7. The type of ground truth used

    For the animal studies, the "ground truth" would be the direct physiological outcomes measured in the animal models, such as actual blood loss, survival rates, and observed hemostasis. This is a form of outcomes data directly observed and measured in the study subjects (animals).

    8. The sample size for the training set

    This information is not provided. The concept of a "training set" is typically associated with machine learning or AI algorithm development, which is not applicable to the HemCon™ Bandage. The reported "studies" are likely preclinical animal studies rather than data sets used to train a model.

    9. How the ground truth for the training set was established

    As the concept of a training set is not applicable, this information is not provided.

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