Convolutional neural networks for keratoconus detection in corneal curvature maps with and without compact convolutional transformer architecture (2023)
- Authors:
- USP affiliated authors: CASTRO NETO, JARBAS CAIADO DE - IFSC ; OLIVEIRA, LUCAS ORLANDI DE - IFSC ; EVANGELISTA, RENATO FEIJÓ - IFSC
- Unidade: IFSC
- Subjects: CÓRNEA; DOENÇAS DEGENERATIVAS; APRENDIZADO COMPUTACIONAL
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Investigative Ophthalmology and Visual Science
- ISSN: 1552-5783
- Volume/Número/Paginação/Ano: v. 64, n. 8, abstr. 5152, June 2023
- Conference titles: Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology - ARVO
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ABNT
TAGUCHI, Felipe Marques de Carvalho et al. Convolutional neural networks for keratoconus detection in corneal curvature maps with and without compact convolutional transformer architecture. Investigative Ophthalmology and Visual Science. Rockville: Instituto de Física de São Carlos, Universidade de São Paulo. Disponível em: https://iovs.arvojournals.org/article.aspx?articleid=2790874. Acesso em: 28 dez. 2025. , 2023 -
APA
Taguchi, F. M. de C., Oliveira, L. O. de, Evangelista, R. F., Mori, E. S., Castro Neto, J. C. de, & Siqueira, W. C. A. de. (2023). Convolutional neural networks for keratoconus detection in corneal curvature maps with and without compact convolutional transformer architecture. Investigative Ophthalmology and Visual Science. Rockville: Instituto de Física de São Carlos, Universidade de São Paulo. Recuperado de https://iovs.arvojournals.org/article.aspx?articleid=2790874 -
NLM
Taguchi FM de C, Oliveira LO de, Evangelista RF, Mori ES, Castro Neto JC de, Siqueira WCA de. Convolutional neural networks for keratoconus detection in corneal curvature maps with and without compact convolutional transformer architecture [Internet]. Investigative Ophthalmology and Visual Science. 2023 ; 64( 8):[citado 2025 dez. 28 ] Available from: https://iovs.arvojournals.org/article.aspx?articleid=2790874 -
Vancouver
Taguchi FM de C, Oliveira LO de, Evangelista RF, Mori ES, Castro Neto JC de, Siqueira WCA de. Convolutional neural networks for keratoconus detection in corneal curvature maps with and without compact convolutional transformer architecture [Internet]. Investigative Ophthalmology and Visual Science. 2023 ; 64( 8):[citado 2025 dez. 28 ] Available from: https://iovs.arvojournals.org/article.aspx?articleid=2790874 - Convolutional neural network performances in detecting keratoconus using color and grayscale corneal curvature maps in different architectures
- Keratoconus classification using a novel convolutional neural network architecture and corneal curvature maps
- Comparison between histogram of oriented gradients and convolutional features for keratoconus detection using corneal curvature maps
- Desenvolvimento de um sistema com arquitetura em nuvem para a detecção de ceratocone subclínico por meio de deep learning, utilizando mapas de topografia da córnea
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- Automated detection and classification of broadleaf an grassy weeds in fallowed fields through vision transformer
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