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Francisco Javier Lopez-Tiro
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2020 – today
- 2024
- [j3]Francisco Javier Lopez-Tiro
, Vincent Estrade
On the In Vivo Recognition of Kidney Stones Using Machine Learning. IEEE Access 12: 10736-10759 (2024) - [j2]Jorge Gonzalez-Zapata
A metric learning approach for endoscopic kidney stone identification. Expert Syst. Appl. 255: 124711 (2024) - [c12]Daniel Flores-Araiza, Armando Villegas-Jimenez, Francisco Javier Lopez-Tiro, Miguel González-Mendoza, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul:
On the Link Between Model Performance and Causal Scoring of Medical Image Explanations. CBMS 2024: 1-8 - [c11]Ruben Gonzalez-Perez, Francisco Javier Lopez-Tiro, Iván Reyes-Amezcua, Luis Eduardo Falcón-Morales, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul:
Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition. CBMS 2024: 126-133 - [c10]Daniela Herrera, Francisco Javier Lopez-Tiro, Josep Munuera, Christian Mata, Miguel González-Mendoza, Gilberto Ochoa-Ruiz:
Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning Techniques. CBMS 2024: 467-472 - [i15]Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Clément Larose, Salvador Hinojosa, Andres Mendez-Vazquez, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul:
Improving Prototypical Parts Abstraction for Case-Based Reasoning Explanations Designed for the Kidney Stone Type Recognition. CoRR abs/2409.12883 (2024) - [i14]Ruben Gonzalez-Perez, Francisco Javier Lopez-Tiro, Iván Reyes-Amezcua, Eduardo Falcon-Morales, Rosa-Maria Rodríguez-Guéant, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul:
Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition. CoRR abs/2409.13409 (2024) - 2023
- [c9]Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul:
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations. CVPR Workshops 2023: 295-304 - [c8]Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Juan Pablo Betancur-Rengifo, Iván Reyes-Amezcua, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul:
Improving Automatic Endoscopic Stone Recognition Using a Multi-view Fusion Approach Enhanced with Two-Step Transfer Learning. ICCV (Workshops) 2023: 4167-4174 - [c7]Elias Villalvazo-Avila, Francisco Javier Lopez-Tiro, Mariana Rizo, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul:
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies. ISBI 2023: 1-5 - [c6]Francisco Javier Lopez-Tiro, Daniel Flores-Araiza, Juan Pablo Betancur-Rengifo, Iván Reyes-Amezcua, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul:
Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning. MICAI (2) 2023: 131-141 - [i13]Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Juan Pablo Betancur-Rengifo, Jonathan El Beze, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul:
Improving automatic endoscopic stone recognition using a multi-view fusion approach enhanced with two-step transfer learning. CoRR abs/2304.03193 (2023) - [i12]Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Jonathan El Beze, Jacques Hubert, Miguel González-Mendoza, Gilberto Ochoa-Ruiz, Christian Daul:
Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations. CoRR abs/2304.04077 (2023) - [i11]Mauricio Mendez-Ruiz, Jorge Gonzalez-Zapata, Iván Reyes-Amezcua, Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz:
SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification. CoRR abs/2305.09062 (2023) - [i10]Jorge Gonzalez-Zapata, Francisco Javier Lopez-Tiro, Elias Villalvazo-Avila, Daniel Flores-Araiza, Jacques Hubert, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz, Christian Daul:
A metric learning approach for endoscopic kidney stone identification. CoRR abs/2307.07046 (2023) - [i9]Armando Villegas-Jimenez, Daniel Flores-Araiza, Francisco Javier Lopez-Tiro, Gilberto Ochoa-Ruiz, Christian Daul:
Causal Scoring Medical Image Explanations: A Case Study On Ex-vivo Kidney Stone Images. CoRR abs/2309.01921 (2023) - 2022
- [c5]Mauricio Mendez-Ruiz, Francisco Javier Lopez-Tiro
On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. MICAI (1) 2022: 249-263 - [i8]Gilberto Ochoa-Ruiz, Vincent Estrade, Francisco Javier Lopez-Tiro, Daniel Flores-Araiza, Jonathan El Beze, Dinh Hoan Trinh, Miguel González-Mendoza, Pascal Eschwege, Jacques Hubert, Christian Daul:
On the in vivo recognition of kidney stones using machine learning. CoRR abs/2201.08865 (2022) - [i7]Mauricio Mendez-Ruiz, Francisco Javier Lopez-Tiro
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification. CoRR abs/2205.00895 (2022) - [i6]Elias Villalvazo-Avila, Francisco Javier Lopez-Tiro
Comparing feature fusion strategies for Deep Learning-based kidney stone identification. CoRR abs/2206.00069 (2022) - [i5]Daniel Flores-Araiza
Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images. CoRR abs/2206.00252 (2022) - [i4]Pedro Esteban Chavarrias-Solano, Carlos Axel Garcia-Vega, Francisco Javier Lopez-Tiro
Evaluating object detector ensembles for improving the robustness of artifact detection in endoscopic video streams. CoRR abs/2206.07580 (2022) - [i3]Francisco Javier Lopez-Tiro
Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning. CoRR abs/2210.13654 (2022) - [i2]Elias Villalvazo-Avila, Francisco Javier Lopez-Tiro
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies. CoRR abs/2211.02967 (2022) - 2021
- [j1]Francisco Javier Lopez-Tiro
Visualization of blood vessels in in vitro raw speckle images using an energy-based on DWT coefficients. Biomed. Signal Process. Control. 69: 102892 (2021) - [c4]Francisco Javier Lopez-Tiro, Andres Varelo, Oscar Hinojosa, Mauricio Mendez, Dinh Hoan Trinh, Jonathan El Beze, Jacques Hubert, Vincent Estrade, Miguel Gonzalez, Gilberto Ochoa
Assessing deep learning methods for the identification of kidney stones in endoscopic images. EMBC 2021: 2778-2781 - [c3]Francisco Javier Lopez-Tiro
Localization of blood vessels in in-vitro LSCI images with K-means. I2MTC 2021: 1-5 - [i1]Francisco Javier Lopez-Tiro, Andres Varela, Oscar Hinojosa, Mauricio Mendez, Dinh Hoan Trinh, Jonathan El Beze, Jacques Hubert, Vincent Estrade, Miguel Gonzalez, Gilberto Ochoa, Christian Daul:
Assessing deep learning methods for the identification of kidney stones in endoscopic images. CoRR abs/2103.01146 (2021) - 2020
- [c2]Francisco Javier Lopez-Tiro
Effect of the Exposure Time in Laser Speckle Imaging for Improving Blood Vessels Localization: a Wavelet Approach. I2MTC 2020: 1-6
2010 – 2019
- 2019
- [c1]Francisco Javier Lopez-Tiro
Visualization of in-vitro Blood Vessels in Contrast Images Based on Discrete Wavelet Transform Decomposition. I2MTC 2019: 1-6
Coauthor Index
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last updated on 2024-10-18 19:32 CEST by the dblp team
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