Development of Combination Methods for Detecting Malignant Uptakes Based on Physiological Uptake Detection Using Object Detection With PET-CT MIP Images

Deep learning technology is now used for medical imaging. YOLOv2 is an object detection model using deep learning. Here, we applied YOLOv2 to FDG-PET images to detect the physiological uptake on the images. We also investigated the detection precision of abnormal uptake by a combined technique with...

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Detalhes bibliográficos
Publicado no:Front Med (Lausanne)
Main Authors: Kawakami, Masashi, Hirata, Kenji, Furuya, Sho, Kobayashi, Kentaro, Sugimori, Hiroyuki, Magota, Keiichi, Katoh, Chietsugu
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Medicine
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7785870/
https://ncbi.nlm.nih.gov/pubmed/33425962
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmed.2020.616746
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