Christian Mata

24 papers B 2C 2Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Magnetic resonance image enhancement and segmentation using conventional and deep learning denoising techniques for dynamic cerebral angiography.
Health Inf. Sci. Syst.
Daniela Herrera, Gilberto Ochoa-Ruiz, Christian Stephan-Otto, Miguel González-Mendoza, Josep Munuera, Christian Mata
2025 B conf
A Comparison of Open Source Deep Learning Based Models for Automatic Tumor Segmentation in Radiotherapy Planning of Glioblastoma Multiforme Adult Patients.
CBMS
Gloria Campos, Maria Beser-Robles, Jaime Castellá-Malonda, Luis Martí-Bonmatí, Christian Mata, Montserrat Carles
2025 C conf
CHYMERA: AI-Powered System for Automated and Explainable Quality Assessment of Chest Radiographs.
BIBE
Lucia Borrego, Christian Mata, Inés Del Val, Daniel Caballero, Lydia Canales, Josep Munuera
2025 J jnl
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).
Health Inf. Sci. Syst.
Júlia Romagosa, Christian Mata, Raul Benitez, Arnau Valls Esteve, Sandra Bernaus, Maria Ibnoulkhatib, Christian Stephan-Otto, Josep Munuera
2025 J jnl
Novel classification of brain vascular tortuosity measures: A systematic review.
Comput. Biol. Medicine
Sandra Bernaus, Júlia Romagosa, Christian Mata, Christian Stephan-Otto, Raul Benitez, Arnau Valls Esteve, Josep Munuera
2024 B conf
Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning Techniques.
CBMS
Daniela Herrera, Francisco Javier López-Tiro, Josep Munuera, Christian Mata, Miguel González-Mendoza, Gilberto Ochoa-Ruiz
2023 — conf
Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores.
CaPTion@MICCAI
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
2023 J jnl
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores.
CoRR
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
2023 — conf
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation.
MICAI (2)
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
2023 J jnl
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation.
CoRR
Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
2023 J jnl
Semi-Automatic GUI Platform to Characterize Brain Development in Preterm Children Using Ultrasound Images.
J. Imaging
David Rabanaque, Maria Regalado, Raul Benitez, Sonia Rabanaque, Thais Agut, Nuria Carreras, Christian Mata
2022 — conf
Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures.
MICAI (1)
Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata
2022 J jnl
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures.
CoRR
Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata
2022 J jnl
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods.
CoRR
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Joaquim Casal, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
2022 — conf
Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation.
MICAI (1)
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Stephan-Otto, Christian Mata
2022 J jnl
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation.
CoRR
Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata
2022 J jnl
MedicalSeg: A Medical GUI Application for Image Segmentation Management.
Algorithms
Christian Mata, Josep Munuera, Alain Lalande, Gilberto Ochoa-Ruiz, Raul Benitez
2021 J jnl
Comparing ML based Segmentation Models on Jet Fire Radiation Zone.
CoRR
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
2021 — conf
Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones.
MICAI (1)
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
2021 J jnl
Thermal Infrared Video Stabilization for Aerial Monitoring of Active Wildfires.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mario Miguel Valero, Steven Verstockt, Bret Butler, Dan Jimenez, Oriol Rios, Christian Mata, Lloyd Queen, Elsa Pastor, Eulàlia Planas
2020 J jnl
Image Similarity Metrics Suitable for Infrared Video Stabilization during Active Wildfire Monitoring: A Comparative Analysis.
Remote. Sens.
Mario Miguel Valero, Steven Verstockt, Christian Mata, Dan Jimenez, Lloyd Queen, Oriol Rios, Elsa Pastor, Eulàlia Planas
2017 J jnl
Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI.
CoRR
Christian Mata, Alain Lalande, Paul Michael Walker, Arnau Oliver, Joan Martí
2012 C conf
MammoApplet: An interactive Java applet tool for manual annotation in medical imaging.
BIBE
Christian Mata, Arnau Oliver, Albert Torrent, Joan Martí
2009 J jnl
Qualitative analysis of goat and sheep production data using self-organizing maps.
Expert Syst. J. Knowl. Eng.
Rafael Magdalena, Carlos Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, M. J. Navarro, Christian Mata