Multi-Stage Ensemble-Based System for Glaucomatous Optic Neuropathy Diagnosis in Fundus Images

Carlos A. Vásquez-Rochín; Miguel E. Martínez-Rosas; Humberto Cervantes de Ávila; Gerardo Romo-Cárdenas; Priscy A. Luque-Morales; Manuel M. Miranda-Velasco

doi:10.3390/electronics12041046

Multi-Stage Ensemble-Based System for Glaucomatous Optic Neuropathy Diagnosis in Fundus Images

Carlos A. Vásquez-Rochín
, Miguel E. Martínez-Rosas
, Humberto Cervantes de Ávila
, Gerardo Romo-Cárdenas
, Priscy A. Luque-Morales
, Manuel M. Miranda-Velasco

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	1046
Journal	Electronics (Switzerland)
Volume	12
Issue number	4
DOIs	https://doi.org/10.3390/electronics12041046
State	Published - Feb 2023
Externally published	Yes

ASJC Scopus Subject Areas

Control and Systems Engineering
Signal Processing
Hardware and Architecture
Computer Networks and Communications
Electrical and Electronic Engineering

Keywords

CNN
computer-aided diagnosis
deep learning
glaucoma

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10.3390/electronics12041046

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@article{79200c94414549cda76189afec954367,

title = "Multi-Stage Ensemble-Based System for Glaucomatous Optic Neuropathy Diagnosis in Fundus Images",

keywords = "CNN, computer-aided diagnosis, deep learning, glaucoma",

author = "V{\'a}squez-Roch{\'i}n, \{Carlos A.\} and Mart{\'i}nez-Rosas, \{Miguel E.\} and \{de {\'A}vila\}, \{Humberto Cervantes\} and Gerardo Romo-C{\'a}rdenas and Luque-Morales, \{Priscy A.\} and Miranda-Velasco, \{Manuel M.\}",

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year = "2023",

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doi = "10.3390/electronics12041046",

language = "English",

volume = "12",

journal = "Electronics (Switzerland)",

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T1 - Multi-Stage Ensemble-Based System for Glaucomatous Optic Neuropathy Diagnosis in Fundus Images

AU - Vásquez-Rochín, Carlos A.

AU - Martínez-Rosas, Miguel E.

AU - de Ávila, Humberto Cervantes

AU - Romo-Cárdenas, Gerardo

AU - Luque-Morales, Priscy A.

AU - Miranda-Velasco, Manuel M.

PY - 2023/2

Y1 - 2023/2

KW - CNN

KW - computer-aided diagnosis

KW - deep learning

KW - glaucoma

UR - https://www.scopus.com/pages/publications/85148867476

UR - https://www.scopus.com/pages/publications/85148867476#tab=citedBy

U2 - 10.3390/electronics12041046

DO - 10.3390/electronics12041046

M3 - Article

AN - SCOPUS:85148867476

SN - 2079-9292

VL - 12

JO - Electronics (Switzerland)

JF - Electronics (Switzerland)

IS - 4

M1 - 1046

ER -

Multi-Stage Ensemble-Based System for Glaucomatous Optic Neuropathy Diagnosis in Fundus Images

ASJC Scopus Subject Areas

Keywords

Access to Document

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