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Books and Theses
- 2015
[b1]Christian Mata Miquel:
Web-based application for medical imaging management. University of Girona, Spain, 2015
Journal Articles
- 2023
- [j4]David Rabanaque
, Maria Regalado, Raul Benitez, Sonia Rabanaque, Thais Agut, Nuria Carreras, Christian Mata:
Semi-Automatic GUI Platform to Characterize Brain Development in Preterm Children Using Ultrasound Images. J. Imaging 9(7): 145 (2023) - 2022
- [j3]Christian Mata, Josep Munuera, Alain Lalande, Gilberto Ochoa-Ruiz, Raul Benitez:
MedicalSeg: A Medical GUI Application for Image Segmentation Management. Algorithms 15(6): 200 (2022) - 2021
- [j2]Mario Miguel Valero, Steven Verstockt, Bret Butler, Dan Jimenez, Oriol Rios, Christian Mata, Lloyd Queen, Elsa Pastor, Eulàlia Planas:
Thermal Infrared Video Stabilization for Aerial Monitoring of Active Wildfires. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2817-2832 (2021) - 2020
- [j1]Mario Miguel Valero, Steven Verstockt, Christian Mata, Dan Jimenez, Lloyd Queen, Oriol Rios, Elsa Pastor, Eulàlia Planas:
Image Similarity Metrics Suitable for Infrared Video Stabilization during Active Wildfire Monitoring: A Comparative Analysis. Remote. Sens. 12(3): 540 (2020)
Conference and Workshop Papers
- 2023
- [c6]Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz:
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. MICAI (2) 2023: 165-176 - [c5]Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata:
Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores. CaPTion@MICCAI 2023: 83-93 - 2022
- [c4]Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Stephan-Otto, Christian Mata:
Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation. MICAI (1) 2022: 26-37 - [c3]Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata:
Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures. MICAI (1) 2022: 282-296 - 2021
- [c2]Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales:
Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones. MICAI (1) 2021: 161-172 - 2012
- [c1]Christian Mata, Arnau Oliver, Albert Torrent, Joan Martí:
MammoApplet: An interactive Java applet tool for manual annotation in medical imaging. BIBE 2012: 34-39
Informal and Other Publications
- 2023
- [i7]Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata:
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores. CoRR abs/2308.04653 (2023) - [i6]Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel González-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz:
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. CoRR abs/2309.01322 (2023) - 2022
- [i5]Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Joaquim Casal, Miguel González-Mendoza, Luis Eduardo Falcón-Morales:
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods. CoRR abs/2201.07931 (2022) - [i4]Daniela Herrera, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Christian Mata:
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation. CoRR abs/2206.00536 (2022) - [i3]Pablo Cesar Quihui-Rubio, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Gerardo Rodriguez-Hernandez, Christian Mata:
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures. CoRR abs/2207.09483 (2022) - 2021
- [i2]Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales:
Comparing ML based Segmentation Models on Jet Fire Radiation Zone. CoRR abs/2107.03461 (2021) - 2017
- [i1]Christian Mata, Alain Lalande, Paul Michael Walker, Arnau Oliver, Joan Martí:
Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI. CoRR abs/1708.08698 (2017)
Coauthor Index
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