Table 3 Distribution of pathologies and performance metrics of MORG in testing set

From: A deep learning based automatic report generator for retinal optical coherence tomography images

	Pathologies	Descriptions	Patient	Eye	Scan	Precision	Recall	F1-score
1	Macular Hole	Foveal tissue loss	377	386	406	0.755	0.554	0.639
		Macular hole closure	159	159	178	0.669	0.579	0.620
		A cover floating in front of the hole	32	34	35	1.000	0.114	0.205
2	Retinoschisis	Retinoschisis	449	469	502	0.537	0.715	0.613
3	Macular Structure	Normal fovea	1715	1810	1820	0.691	0.848	0.761
		Retinal atrophy and thinning	1641	1723	1794	0.679	0.628	0.652
		Retinal edema and thickening	2425	2605	2955	0.831	0.894	0.861
4	Epiretinal Membrane	Proliferative membrane visible anterior to the retina	1640	1727	1870	0.633	0.783	0.700
4	Epiretinal Membrane	High reflective signal visible anterior to the retina	49	50	51	0.800	0.078	0.143
5	Vitreous Body	Vitreous opacification	17	17	17	0.000	0.000	-
5	Vitreous Body	Posterior vitreous detachment	165	173	179	0.778	0.235	0.361
6	Internal Limiting Membrane	Abnormal reflective signal on the retinal surface	110	110	111	0.429	0.081	0.136
6	Internal Limiting Membrane	Inhomogeneous reflection of Inner limiting membrane reflection	557	573	586	0.500	0.012	0.023
7	Photoreceptor Layer	Photoreceptor layer atrophy and thinning	493	508	517	0.613	0.551	0.580
7	Photoreceptor Layer	Photoreceptor layer reflection decreased	130	133	134	0.444	0.418	0.431
8	IS/OS layer	IS/OS layer atrophy and thinning	8	8	8	0.000	0.000	-
		Disruption of the continuity of the IS/OS layer	2067	2167	2345	0.817	0.734	0.773
		Decreased IS/OS layer reflection	554	577	582	0.563	0.402	0.469
9	NSR detachment	Neural epithelial layer is well-adhered	633	639	727	0.635	0.582	0.607
9	NSR detachment	Neural epithelial layer detachment	1504	1548	1672	0.851	0.803	0.826
10	NSR reflectivity	High reflective signal visible in the neural epithelial layer and below	234	241	275	0.766	0.596	0.671
		High reflective signal in the neural epithelial layer	1542	1701	1900	0.791	0.705	0.745
		Abnormal reflective signal beneath the retina	429	430	455	0.630	0.699	0.663
		Abnormal tissue reflection in the inner or outer neural epithelial layer	429	431	468	0.691	0.534	0.602
11	NSR structure	Indistinct boundaries between neural epithelial layers	20	20	20	0.000	0.000	-
		Local absence of outer layer tissue	21	21	22	0.000	0.000	-
		Local absence of inner layer tissue	217	223	227	0.463	0.410	0.435
		Foveal structural abnormality	1911	2016	2033	0.701	0.780	0.738
12	RPE detachment	Local detachment of the RPE layer	886	921	1024	0.738	0.688	0.712
13	RPE reflectivity	Abnormal signals are visible near the RPE layer	62	66	66	0.455	0.379	0.413
13	RPE reflectivity	RPE layer reflection uneven with visible small elevations	3064	3232	3421	0.643	0.633	0.638
14	RPE structure	Atrophy and thinning of the RPE layer	158	163	164	0.613	0.348	0.444
		Irregular RPE layer	300	308	318	0.763	0.182	0.294
		Disruption of the continuity of the RPE layer	546	567	633	0.723	0.589	0.649
		Abnormal reflective signal visible beneath the detached RPE layer	337	350	390	0.627	0.708	0.665
15	Choroid	Choroidal atrophy	584	637	679	0.861	0.611	0.715
16	External limiting membrane	Thinning of the external limiting membrane	0	0	0	-	-	-

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Table 3 Distribution of pathologies and performance metrics of MORG in testing set

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