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The KeYi Total Hip System is designed for total hip arthroplasty. The indications for use are:
a. Significantly impaired joints resulting from rheumatoid, osteo, and post-traumatic arthritis.
b. Revision of failed femoral head replacement, cup arthroplasty or other hip procedures.
c. Proximal femoral fractures.
d. Avascular necrosis of the femoral head.
e. Non-union of proximal femoral neck fractures.
f. Other indications such as congenital dysplasia, arthrodesis conversion, coxa plana, coxa vara, coxa valga, developmental conditions, metabolic and tumorous conditions, osteoporosis, pseudarthrosis conversion, and structural abnormalities.
The Ke Yi femoral stems are indicated for cementless use. The KeYi acetabular shells are indicated for cemented or cementless use.

The KeYi Total Hip System is a porous-coated, semi-constrained, hip prosthesis designed for either primary or revision hip arthroplasty. The system is comprised of femoral stems and mating metal femoral heads; acetabular shells and mating acetabular liners; optional acetabular cancellous bone screws; and optional acetabular dome hole plug.
The KeYi Femoral Stems are forged titanium alloy, feature a proximal CP Titanium plasma porous coating, and are offered in a range of sizes. The KeYi Femoral Heads are polished cobalt chromium alloy and designed to mate with 12/14 taper of the femoral stem through taperlocking arrangement and to articulate with the acetabular liner. The heads are available in different sizes with various offsets.
The KeYi Acetabular Shells are manufactured from titanium alloy and feature a porous CP Titanium plasma porous coating. The shells feature a dome hole, are available with a two or three-hole pattern for supplemental bone screw fixation, and come in a range of outer diameter sizes. The KeYi Acetabular Liners are manufactured from ultrahigh molecular weight polyethylene (standard/non-crosslinked UHMWPE).
Optional components include threaded acetabular dome hole plugs and acetabular cancellous bone screws, all manufactured from titanium alloy.

The provided text is a 510(k) summary for the KeYi Total Hip System, a medical device. It describes the device's components, intended use, and a summary of non-clinical tests performed to demonstrate substantial equivalence to predicate devices.

However, the document does not contain any information regarding acceptance criteria, study methodologies, or performance data related to AI/algorithm-driven components, human reader performance, or comparative effectiveness studies involving AI assistance.

Therefore, based solely on the provided text, I cannot describe the acceptance criteria and the study that proves the device meets the acceptance criteria in the manner requested. The questions asked, such as those about sample sizes, expert ground truth, adjudication methods, MRMC studies, standalone algorithm performance, and training set details, are relevant to the evaluation of AI/ML-driven medical devices, which is not what this document addresses.

This document focuses on the mechanical and material performance of a physical orthopedic implant (hip replacement system) and its substantial equivalence to established predicate devices, a typical pathway for traditional medical devices.

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Total hip arthroplasty is intended to provide increased patient mobility and reduce pain by replacing the damaged hip joint articulation in patients where is evidence of sufficient sound bone to seat and support the components. Total hip replacement is indicated in the following conditions:

• A severely painful and/or disabled joint from osteoarthritis, traumatic arthritis, rheumatoid arthritis, or congenital hip dysplasia.
• Avascular necrosis of the femoral head.
• Acute traumatic fracture of the femoral head or neck.
• Failed previous hip surgery including joint reconstruction, internal fixation, arthrodesis, hemiarthroplasty, surface replacement arthroplasty, or total hip replacement.
• Certain cases of ankylosis.
  The DePuy® C-Stem AMT Hip Stem is indicated for cemented use only.

The C-Stem AMT hip is a collarless, tapered, press-fit femoral stem. It is manufactured from wrought stainless steel (Ortron 90° conforming to ISO 5832-9) and is polished overall. The stem is offered in 7 sizes, with each body size having either a standard or high offset. It may be used with commercially available modular femoral heads, either metal or ceramic, to form the femoral component of a total hip prosthesis. Accessory items include previously cleared cement restrictors and centralizers.

The provided text is a 510(k) summary for the DePuy® C-Stem AMT Hip Prosthesis, which describes the device and claims substantial equivalence to previously cleared devices. It does not contain information about acceptance criteria, device performance studies, sample sizes, expert qualifications, adjudication methods, MRMC studies, standalone performance, ground truth types, or training set details as typically found for an AI/ML device submission.

As this is a 510(k) for a traditional medical device (a hip prosthesis), not an AI/ML device, the detailed questions about acceptance criteria and study design for an AI/ML model are not addressed in this document. The "study" mentioned here refers to the demonstration of substantial equivalence to predicate devices, primarily through comparison of materials, intended use, and design principles, rather than performance metrics typically associated with AI/ML evaluation.

Therefore, most of the requested information cannot be extracted from the provided text.

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