A Deep Learning Architecture for Vascular Area Measurement in Fundus Images.

Fukutsu, Kanae; Saito, Michiyuki; Noda, Kousuke; Murata, Miyuki; Kase, Satoru; Shiba, Ryosuke; Isogai, Naoki; Asano, Yoshikazu; Hanawa, Nagisa; Dohke, Mitsuru; Kase, Manabu; Ishida, Susumu

Fukutsu, Kanae; Saito, Michiyuki; Noda, Kousuke; Murata, Miyuki; Kase, Satoru; Shiba, Ryosuke; Isogai, Naoki; Asano, Yoshikazu; Hanawa, Nagisa; Dohke, Mitsuru; Kase, Manabu; Ishida, Susumu.

Afiliación

Fukutsu K; Department of Ophthalmology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
Saito M; Department of Ophthalmology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
Noda K; Department of Ophthalmology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
Murata M; Department of Ocular Circulation and Metabolism, Hokkaido University, Sapporo, Japan.
Kase S; Department of Ophthalmology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
Shiba R; Department of Ocular Circulation and Metabolism, Hokkaido University, Sapporo, Japan.
Isogai N; Department of Ophthalmology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
Asano Y; NIDEK Co., Ltd., Gamagori, Japan.
Hanawa N; NIDEK Co., Ltd., Gamagori, Japan.
Dohke M; Keijinkai Maruyama Clinic, Sapporo, Japan.
Kase M; Keijinkai Maruyama Clinic, Sapporo, Japan.
Ishida S; Keijinkai Maruyama Clinic, Sapporo, Japan.

Ophthalmol Sci ; 1(1): 100004, 2021 Mar.

Article en En | MEDLINE | ID: mdl-36246007

Palabras clave

AA, total arteriolar area; AUC, area under the receiver operating characteristic curve; AVR, arteriovenous ratio; Arteriosclerosis; BP, blood pressure; DBP, diastolic blood pressure; DRIVE, Digital Retinal Images for Vessel Extraction; Deep learning system; FN, false-negative; FP, false-positive; FPa, FP arterioles; FPv, FP venules; Hypertensive retinopathy; Imaging; MISCa, misclassification rates of arterioles; MISCv, misclassification rates of venules; RGB, red-green-blue; Retinal arteriolar narrowing; SBP, systolic blood pressure; TN, true-negative; TP, true-positive; TPa, TP arterioles; TPv, TP venules; VA, total venular area

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Texto completo: 1 Banco de datos: MEDLINE Tipo de estudio: Observational_studies Idioma: En Revista: Ophthalmol Sci Año: 2021 Tipo del documento: Article País de afiliación: Japón

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