Christian Mata

According to our database, Christian Mata authored at least 16 papers between 2012 and 2024.

Collaborative distances:

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

2024

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

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

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

2023

Semi-Automatic GUI Platform to Characterize Brain Development in Preterm Children Using Ultrasound Images.

David Rabanaque, Maria Regalado, Raul Benitez, Sonia Rabanaque, Thais Agut, Nuria Carreras, Christian Mata

J. Imaging, 2023

Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores.

Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata

Proceedings of the Cancer Prevention Through Early Detection, 2023

FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation.

Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz

Proceedings of the Advances in Soft Computing, 2023

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

Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods.

Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Joaquim Casal, Miguel González-Mendoza, Luis Eduardo Falcón-Morales

CoRR, 2022

MedicalSeg: A Medical GUI Application for Image Segmentation Management.

Christian Mata, Josep Munuera, Alain Lalande, Gilberto Ochoa-Ruiz, Raul Benitez

Algorithms, 2022

Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures.

Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata

Proceedings of the Advances in Computational Intelligence, 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

2021

Thermal Infrared Video Stabilization for Aerial Monitoring of Active Wildfires.

Mario Miguel Valero, Steven Verstockt, Bret Butler, Dan Jimenez, Oriol Rios, Christian Mata, Lloyd Queen, Elsa Pastor, Eulàlia Planas

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Comparing ML based Segmentation Models on Jet Fire Radiation Zone.

Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales

CoRR, 2021

Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones.

Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales

Proceedings of the Advances in Computational Intelligence, 2021

2020

Image Similarity Metrics Suitable for Infrared Video Stabilization during Active Wildfire Monitoring: A Comparative Analysis.

Mario Miguel Valero, Steven Verstockt, Christian Mata, Dan Jimenez, Lloyd Queen, Oriol Rios, Elsa Pastor, Eulàlia Planas

Remote. Sens., 2020

2017

Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI.

Christian Mata, Alain Lalande, Paul Michael Walker, Arnau Oliver, Joan Martí

CoRR, 2017

2015

Web-based application for medical imaging management.

Christian Mata Miquel

PhD thesis, 2015

2012

MammoApplet: An interactive Java applet tool for manual annotation in medical imaging.

Christian Mata, Arnau Oliver, Albert Torrent, Joan Martí

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012