Use of artificial neural networks to identify and analyze polymerized actin‐based cytoskeletal structures in 3D confocal images
Doyoung Park
Abstract:We propose an artificial neural network (ANN) as a kernel function of the recognizer of legitimate CABs from candidate CABs, that does not need human interventions. The performance of the recognizer shows noticeable recognition accuracy and addresses shortcomings of previous methods, including the need for human visual validation to recognize CABs from candidate CABs. Further, it helps to find and reduce errors resulting from human visual validation, which in turn would provide biologists/biophysicists a more … Show more
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