SupCAM: Chromosome cluster types identification using supervised contrastive learning with category-variant augmentation and self-margin loss

Chromosome segmentation is a crucial analyzing task in karyotyping, a technique used in experiments to discover chromosomal abnormalities. Chromosomes often touch and occlude with each other in images, forming various chromosome clusters. The majority of chromosome segmentation methods only work on...

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Detalles Bibliográficos
Autores principales: Luo, Chunlong, Wu, Yang, Zhao, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974818/
https://www.ncbi.nlm.nih.gov/pubmed/36873945
http://dx.doi.org/10.3389/fgene.2023.1109269

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974818/
https://www.ncbi.nlm.nih.gov/pubmed/36873945
http://dx.doi.org/10.3389/fgene.2023.1109269

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