Evaluation of various machine learning methods to predict vision-related quality of life from visual field data and visual acuity in patients with glaucoma

Hiroyo Hirasawa; Hiroshi Murata; Chihiro Mayama; Makoto Araie; Ryo Asaoka

doi:10.1136/bjophthalmol-2013-304319

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Clinical science

Evaluation of various machine learning methods to predict vision-related quality of life from visual field data and visual acuity in patients with glaucoma

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	Abstract	Full	Pdf
May 2014	227	15	25
Jun 2014	49	9	13
Jul 2014	25	8	6
Aug 2014	447	9	30
Sep 2014	291	11	21
Oct 2014	142	10	17
Nov 2014	98	9	11
Dec 2014	49	3	4
Jan 2015	46	0	5
Feb 2015	49	6	8
Mar 2015	33	4	7
Apr 2015	30	7	8
May 2015	17	5	5
Jun 2015	27	2	3
Jul 2015	19	3	3
Aug 2015	33	3	5
Sep 2015	16	5	4
Oct 2015	14	1	5
Nov 2015	26	1	1
Dec 2015	11	4	3
Jan 2016	14	4	2
Feb 2016	20	1	2
Mar 2016	21	1	3
Apr 2016	9	0	1
May 2016	27	0	3
Jun 2016	13	4	4
Jul 2016	29	0	4
Aug 2016	16	1	1
Sep 2016	21	1	2
Oct 2016	36	0	1
Nov 2016	17	2	2
Dec 2016	13	0	1
Jan 2017	20	1	3
Feb 2017	13	4	4
Mar 2017	5	2	1
Apr 2017	15	5	2
May 2017	17	7	4
Jun 2017	19	3	2
Jul 2017	33	4	1
Aug 2017	36	1	1
Sep 2017	136	4	3
Oct 2017	256	3	3
Nov 2017	95	10	1
Dec 2017	53	18	1
Jan 2018	44	18	3
Feb 2018	88	26	4
Mar 2018	68	13	5
Apr 2018	33	11	1
May 2018	116	14	7
Jun 2018	64	21	6
Jul 2018	51	21	11
Aug 2018	59	15	3
Sep 2018	46	18	3
Oct 2018	91	12	6
Nov 2018	40	10	2
Dec 2018	58	11	2
Jan 2019	53	13	4
Feb 2019	66	13	2
Mar 2019	92	4	3
Apr 2019	28	2	5
May 2019	43	9	5
Jun 2019	65	13	17
Jul 2019	78	10	1
Aug 2019	44	14	2
Sep 2019	59	12	1
Oct 2019	46	10	2
Nov 2019	43	13	5
Dec 2019	52	14	4
Jan 2020	64	11	4
Feb 2020	23	11	1
Mar 2020	26	12	2
Apr 2020	46	18	3
May 2020	30	14	1
Jun 2020	25	9	2
Jul 2020	28	10	0
Aug 2020	29	7	0
Sep 2020	58	13	2
Oct 2020	56	9	2
Nov 2020	16	2	0
Dec 2020	42	2	1
Jan 2021	21	2	2
Feb 2021	35	0	1
Mar 2021	30	2	3
Apr 2021	44	2	1
May 2021	11	1	0
Jun 2021	4	3	3
Jul 2021	4	4	3
Aug 2021	1	1	1
Sep 2021	1	1	0
Oct 2021	56	3	3
Nov 2021	62	7	3
Dec 2021	113	9	6
Jan 2022	87	4	0
Feb 2022	40	0	2
Mar 2022	39	5	3
Apr 2022	32	2	1
May 2022	65	1	0
Jun 2022	96	10	1
Jul 2022	52	3	0
Aug 2022	69	1	0
Sep 2022	57	2	2
Oct 2022	67	3	0
Nov 2022	64	4	3
Dec 2022	40	2	1
Jan 2023	24	5	3
Feb 2023	78	0	1
Mar 2023	17	1	1
Apr 2023	53	1	0
May 2023	24	2	1
Jun 2023	30	0	0
Jul 2023	41	1	1
Aug 2023	22	2	0
Sep 2023	24	2	0
Oct 2023	31	7	0
Nov 2023	58	3	2
Dec 2023	88	4	6
Jan 2024	54	0	3
Feb 2024	65	0	2
Mar 2024	26	4	3
Total	6178	730	420

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