Table 8.

Performance of Y-shuffled DNN models.

	Biliary hyperplasia		Fibrosis		Necrosis
	Cross validation	Ippolito et al.	Cross validation	Ippolito et al.	Cross validation	Ippolito et al.
F1	0.03	0.01	0.02	0.00	0.14	0.16
Standard deviation	0.03	0.03	0.04	0.00	0.03	0.13