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Evaluation of Transfer Learning Efficacy for Surgical Suture Quality Classification on Limited Datasets

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This study evaluates the effectiveness of transfer learning with pre-trained convolutional neural networks (CNNs) for the automated binary classification of surgical suture quality (high-quality/low-quality) using photographs of three suture types: interrupted... ...