This article discusses the use of computer vision and machine learning in medical imaging for the detection and diagnosis of severe pathologies. It highlights the need for advanced methods to reduce invasiveness and enhance the information derived from medical images, leading to a virtual biopsy. The article also calls for original contributions and surveys in this field, covering topics such as deep learning, conventional methods, and specific pathologies of interest.
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