DeepCryoPicker: fully automated deep neural network for single protein particle picking in cryo-EM

BMC Bioinformatics

Table 5 DeepCryoPicker evaluation table using different micrograph datasets

Trained for	Accuracy	Precision	Recall	F1 score
4 classes with background	0.97	0.94	0.98	0.96
4 classes with negative	0.96	0.99	0.92	0.96
5 classes with background and negative	0.95	0.95	0.88	0.92

Our model is trained for all views (top-view, side-view, and irregular particles) in addition to two optional classes (background and negative samples)

ISSN: 1471-2105