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Prediction of Causative Genes in Inherited Retinal Disorders from Spectral-Domain Optical Coherence Tomography Utilizing Deep Learning Techniques
PURPOSE: To illustrate a data-driven deep learning approach to predicting the gene responsible for the inherited retinal disorder (IRD) in macular dystrophy caused by ABCA4 and RP1L1 gene aberration in comparison with retinitis pigmentosa caused by EYS gene aberration and normal subjects. METHODS: S...
Autores principales: | Fujinami-Yokokawa, Yu, Pontikos, Nikolas, Yang, Lizhu, Tsunoda, Kazushige, Yoshitake, Kazutoshi, Iwata, Takeshi, Miyata, Hiroaki, Fujinami, Kaoru, Japan Eye Genetics Consortium, on behalf of |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6481010/ https://www.ncbi.nlm.nih.gov/pubmed/31093368 http://dx.doi.org/10.1155/2019/1691064 |
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