Christian Stephan-Otto

According to our database, Christian Stephan-Otto authored at least 5 papers between 2017 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

2025

GradCAM as an explicability method to evaluate the performance of deep learning models in classifying pediatric arteriovenous malformations (AVM) in arterial spin labeling sequences (ASL).

Júlia Romagosa, Christian Mata, Raul Benitez, Arnau Valls Esteve, Sandra Bernaus, Maria Ibnoulkhatib, Christian Stephan-Otto, Josep Munuera

Health Inf. Sci. Syst., December, 2025

Novel classification of brain vascular tortuosity measures: A systematic review.

Sandra Bernaus, Júlia Romagosa, Christian Mata, Christian Stephan-Otto, Raul Benitez, Arnau Valls Esteve, Josep Munuera

Comput. Biol. Medicine, 2025

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

2017

Predicting Cognitive Recovery of Stroke Patients from the Structural MRI Connectome Using a Naïve Bayesian Tree Classifier.

Rosalía Dacosta-Aguayo, Christian Stephan-Otto, Tibor Auer, Inmaculada Clemente, Antoni Davalos, Núria Bargalló, Maria Mataró, Manousos A. Klados

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017