Download PDFOpen PDF in browserHarnessing the Power of Pre-Trained Models in Healthcare: a Comprehensive Review and Future DirectionsEasyChair Preprint 113366 pages•Date: November 19, 2023AbstractThe integration of pre-trained models in healthcare has witnessed a paradigm shift in the development of robust and efficient diagnostic tools. This paper presents a comprehensive review of the current landscape, challenges, and opportunities surrounding the application of pre-trained models in various healthcare domains. Leveraging pre-existing knowledge from large datasets, these models offer a compelling avenue for accelerating advancements in medical imaging, disease diagnosis, and patient care. Keyphrases: computer vision, deep learning, pre-trained
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