Enhancing Predictive Accuracy in Embryo Implantation: The Bonna Algorithm and its Clinical Implications

Keyphrases

• Prediction Accuracy 100%
• Precise Segmentation 100%
• MobileNetV2 100%
• Vision Transformer 100%
• Pix2Pix Model 100%
• Israel 50%
• Superior Performance 50%
• Machine Learning Techniques 50%
• Spain 50%
• Deep Learning 50%
• Global Perspective 50%
• Clinical Applicability 50%
• Biological Characteristics 50%
• Area under the Receiver Operating Characteristic Curve 50%
• Pregnancy Outcome 50%
• 10-fold Cross Validation 50%
• Complex Patterns 50%
• In Vitro Fertilization 50%
• Ukraine 50%
• Zona Pellucida 50%
• Successful Pregnancy 50%
• Embryo Selection 50%
• Local Image 50%
• Blastocyst 50%
• Mean Area 50%
• Embryo Implantation 50%
• Human Blastocyst 50%
• Image Segment 50%
• Contextual Embeddings 50%
• Robust Feature Extraction 50%
• Pixel Embedding 50%

Medicine and Dentistry

• Blastocyst 100%
• In Vitro Fertilisation 50%
• Cross-Validation 50%
• Zona Pellucida 50%
• Nidation 50%
• Feature Extraction 50%

Biochemistry, Genetics and Molecular Biology

• Blastocyst 100%
• Nidation 50%
• Zona Pellucida 50%
• In Vitro Fertilisation 50%
• Feature Extraction 50%