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Improved small blob detection in 3D images using jointly constrained deep learning and Hessian analysis

Imaging biomarkers are being rapidly developed for early diagnosis and staging of disease. The development of these biomarkers requires advances in both image acquisition and analysis. Detecting and segmenting objects from images are often the first steps in quantitative measurement of these biomark...

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Detalles Bibliográficos
Autores principales: Xu, Yanzhe, Wu, Teresa, Gao, Fei, Charlton, Jennifer R., Bennett, Kevin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6962386/
https://www.ncbi.nlm.nih.gov/pubmed/31941994
http://dx.doi.org/10.1038/s41598-019-57223-y