Navigating Clinical Variability: Transfer Learning’s Impact on Imaging Model Performance
Author:
Affiliation:
1. From the CISSS Lanaudière-Medical Imaging, 200 Louis-Vadeboncoeur, Saint-Charles-Borromee, QC, Canada J6E 6J2.
Publisher
Radiological Society of North America (RSNA)
Link
http://pubs.rsna.org/doi/pdf/10.1148/ryai.240263
Reference9 articles.
1. The myth of generalisability in clinical research and machine learning in health care
2. External Validation of Deep Learning Algorithms for Radiologic Diagnosis: A Systematic Review
3. External Validation of an Ensemble Model for Automated Mammography Interpretation by Artificial Intelligence
4. Independent External Validation of Artificial Intelligence Algorithms for Automated Interpretation of Screening Mammography: A Systematic Review
5. Transfer learning for medical image classification: a literature review
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