Daniela Herrera

According to our database, Daniela Herrera authored at least 6 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Magnetic resonance image enhancement and segmentation using conventional and deep learning denoising techniques for dynamic cerebral angiography.

Daniela Herrera, Gilberto Ochoa-Ruiz, Christian Stephan-Otto, Miguel González-Mendoza, Josep Munuera, Christian Mata

Health Inf. Sci. Syst., December, 2026

Hierarchical Frequency Regularization for Out-Of-Distribution Detection in Generative Models for Medical Images.

Daniela Herrera, Alexia Briassouli, Maurice van Keulen

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2024

Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning Techniques.

Daniela Herrera, Francisco Javier López-Tiro, Josep Munuera, Christian Mata, Miguel González-Mendoza, Gilberto Ochoa-Ruiz

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2022

Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation.

Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata

CoRR, 2022

Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation.

Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Stephan-Otto, Christian Mata

Proceedings of the Advances in Computational Intelligence, 2022

2020

Does Peer Reviewing for COVID-19-Related Papers Still Work?

Octavio Orellana-Serradell, Magda C. Díaz, Maria Fernanda Gonzalez, Myriam Gutiérrez, Daniela Herrera, Daniela Jara, Diego Maureira, Jenny L. Ruiz-Fuentes, Sofía Sanhueza, Lisette Leyton

Frontiers Res. Metrics Anal., 2020