Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients.

Emilio López-Varela

Emilio López-Varela Nuria Olivier Pascual J. Quezada-Sánchez C. Oreja-Guevara Noelia Barreira Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients. 106937 2025 100 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106937 db/journals/bspc/bspc100.html#LopezVarelaPQOB25 streams/journals/bspc

Emilio López-Varela Nuria Olivier Pascual J. Quezada-Sánchez C. Oreja-Guevara Enrique Santos Bueso Noelia Barreira Enhanced multiple sclerosis diagnosis using high-resolution 3D OCT volumes with synthetic slices. 99-105 2025 189 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2025.01.011 db/journals/prl/prl189.html#LopezVarelaPQOBB25 streams/journals/prl

Emilio López-Varela Joaquim de Moura Jorge Novo José Ignacio Fernández-Vigo Francisco Javier Moreno-Morillo Julián García-Feijoó Marcos Ortega 0001 Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography. 111304 2024 153 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2024.111304 https://www.wikidata.org/entity/Q129665620 db/journals/asc/asc153.html#LopezVarelaMNFMGO24

Emilio López-Varela Noelia Barreira Nuria Olivier Pascual Maria Rosa Arroyo Castillo Manuel G. Penedo Generation of synthetic intermediate slices in 3D OCT cubes for improving pathology detection and monitoring. 107214 2023 September 163 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2023.107214 db/journals/cbm/cbm163.html#LopezVarelaBPCP23

Emilio López-Varela Joaquim de Moura Jorge Novo José Ignacio Fernández-Vigo Francisco Javier Moreno-Morillo Marcos Ortega 0001 Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images. 102172 2023 March 104 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2022.102172 db/journals/cmig/cmig104.html#LopezVarelaMNFMO23

Emilio López-Varela Plácido L. Vidal Nuria Olivier Pascual Jorge Novo Marcos Ortega 0001 Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes. 1271-1282 2022 35 J. Digit. Imaging 5 https://doi.org/10.1007/s10278-022-00643-6 db/journals/jdi/jdi35.html#Lopez-VarelaVPN22

Emilio López-Varela Jorge Novo José Ignacio Fernández-Vigo Francisco Javier Moreno-Morillo Marcos Ortega 0001 Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTA. 89-99 2022 ICIAP (1) https://doi.org/10.1007/978-3-031-06427-2_8 conf/iciap/2022-1 db/conf/iciap/iciap2022-1.html#Lopez-VarelaNFM22 Estefanía Rivas Vázquez Noelia Barreira-Rodríguez Emilio López-Varela Manuel G. Penedo Deep learning for segmentation of optic disc and retinal layers in peripapillary optical coherence tomography images. 2022 ICMV https://doi.org/10.1117/12.2680545 conf/icmv/2022 db/conf/icmv/icmv2022.html#VazquezBLP22 Emilio López-Varela Noelia Barreira Nuria Olivier Pascual Emma Garcia Ben Sara Rubio Cid Manuel G. Penedo Fully automatic segmentation of the choroid in non-EDI OCT images of patients with multiple sclerosis. 726-735 2022 KES https://doi.org/10.1016/j.procs.2022.09.128 conf/kes/2022 db/conf/kes/kes2022.html#Lopez-VarelaBPB22 Emilio López-Varela Noelia Barreira-Rodríguez Nuria Olivier Pascual Emma Garcia Ben Sara Rubio Cid Manuel Francisco González Penedo Choroid segmentation in non-EDI OCT images of multiple sclerosis patients. 10-13 2022 XoveTIC https://doi.org/10.29007/8q52 conf/xovetic/2022 db/conf/xovetic/xovetic2022.html#Lopez-VarelaBPB22 Noelia BarreiraNoelia Barreira-Rodríguez Emma Garcia Ben Enrique Santos Bueso Maria Rosa Arroyo Castillo Sara Rubio Cid José Ignacio Fernández-Vigo Julián García-Feijoó Francisco Javier Moreno-Morillo Joaquim de Moura Jorge Novo C. Oreja-Guevara Marcos Ortega 0001 Nuria Olivier Pascual Manuel G. PenedoManuel Francisco González Penedo J. Quezada-Sánchez Estefanía Rivas Vázquez Plácido L. Vidal