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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Detalles Bibliográficos
Autores principales: Kawakami, Masashi, Hirata, Kenji, Furuya, Sho, Kobayashi, Kentaro, Sugimori, Hiroyuki, Magota, Keiichi, Katoh, Chietsugu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785870/
https://www.ncbi.nlm.nih.gov/pubmed/33425962
http://dx.doi.org/10.3389/fmed.2020.616746

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785870/
https://www.ncbi.nlm.nih.gov/pubmed/33425962
http://dx.doi.org/10.3389/fmed.2020.616746

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