Cargando…
Segmenting functional tissue units across human organs using community-driven development of generalizable machine learning algorithms
The development of a reference atlas of the healthy human body requires automated image segmentation of major anatomical structures across multiple organs based on spatial bioimages generated from various sources with differences in sample preparation. We present the setup and results of the Hacking...
Autores principales: | Jain, Yashvardhan, Godwin, Leah L., Joshi, Sripad, Mandarapu, Shriya, Le, Trang, Lindskog, Cecilia, Lundberg, Emma, Börner, Katy |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10400613/ https://www.ncbi.nlm.nih.gov/pubmed/37537179 http://dx.doi.org/10.1038/s41467-023-40291-0 |
Ejemplares similares
-
Segmenting functional tissue units across human organs using community-driven development of generalizable machine learning algorithms
por: Jain, Yashvardhan, et al.
Publicado: (2023) -
Segmentation of human functional tissue units in support of a Human Reference Atlas
por: Jain, Yashvardhan, et al.
Publicado: (2023) -
Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes
por: Biton, Shany, et al.
Publicado: (2023) -
A generalizable definition of chemical similarity for read-across
por: Floris, Matteo, et al.
Publicado: (2014) -
A generalizable data assembly algorithm for infectious disease outbreaks
por: Majumder, Maimuna S, et al.
Publicado: (2021)