Semantic Instance Segmentation of Kidney Cysts in MR Images: A Fully Automated 3D Approach Developed Through Active Learning

Total kidney volume (TKV) is the main imaging biomarker used to monitor disease progression and to classify patients affected by autosomal dominant polycystic kidney disease (ADPKD) for clinical trials. However, patients with similar TKVs may have drastically different cystic presentations and pheno...

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Detalles Bibliográficos
Autores principales: Gregory, Adriana V., Anaam, Deema A., Vercnocke, Andrew J., Edwards, Marie E., Torres, Vicente E., Harris, Peter C., Erickson, Bradley J., Kline, Timothy L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455788/
https://www.ncbi.nlm.nih.gov/pubmed/33821360
http://dx.doi.org/10.1007/s10278-021-00452-3

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