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. 2023 Dec 10:47:102312.
doi: 10.1016/j.jcot.2023.102312. eCollection 2023 Dec.

Evaluation of machine learning models to identify hip arthroplasty implants using transfer learning algorithms

Anjali Tiwari  1 , Amit Kumar Yadav  2 , K S Akshay  3 , Vaibhav Bagaria  1
Affiliations

Evaluation of machine learning models to identify hip arthroplasty implants using transfer learning algorithms

Anjali Tiwari et al. J Clin Orthop Trauma. .

Erratum in

No abstract available

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Conflict of interest statement

The authors declare the following financial interests/personal relationships which may be considered as potential competing interests:Anjali Tiwari reports financial support was provided by Sir HN Reliance Foundation Hospital and Research Centre.

Figures

Fig. 1
Fig. 1
Hip implant model design of different manufacturers.
Fig. 2
Fig. 2
Machine Learning model development for Hip implant classification.
Fig. 3
Fig. 3
An architecture for developing a hip implant detection model using transfer learning.
Fig. 4
Fig. 4
Analysing train and validation data using different transfer learning models to determine accuracy and loss.
See this image and copyright information in PMC

References

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