Deep Learning for the Detection, Localization, and Characterization of Focal Liver Lesions on Abdominal US Images

Hind Dadoun, Anne-Laure Rousseau, É. de Kerviler, Jean-Michel Corréas, Anne-Marie Tissier, Fanny Joujou, Sylvain Bodard, Kemel Khezzane, Constance de Margerie‐Mellon, Hervé Delingette,

Radiology Artificial Intelligence · 2022 · 34 citations · 14 references

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Abstract

DETR demonstrated high specificity for detection, localization, and characterization of FLLs on abdominal US images. <i>Supplemental material is available for this article.</i> RSNA, 2022<b>Keywords:</b> Computer-aided Diagnosis (CAD), Ultrasound, Abdomen/GI, Liver, Tissue Characterization, Supervised Learning, Transfer Learning, Convolutional Neural Network (CNN).

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