Conceitos Básicos
High accuracy automated cell annotation in multi-cell imaging can expedite cell identification and reduce subjectivity in biological images.
Estatísticas
Previously developed an automated cell identification method called CRF_ID (Chaudhary et al., 2021).
The new method, CRF_ID 2.0, expands the generalizability to multi-cell imaging beyond whole-brain imaging.
Citações
"CRF_ID shows higher annotation accuracy and robustness against various sources of noise."
"CRF_ID is ideal for adapting to multi-cell images due to its high accuracy, modularity, and efficiency."