José Gerardo Tamez-Peña

25 papers B 10Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ensemble of radiomics and ConvNeXt for breast cancer diagnosis.
CoRR
Jorge Alberto Garza Abdala, Gerardo Alejandro Fumagal-González, Beatriz Alejandra Bosques Palomo, Mario Alexis Monsivais Molina, Daly Avedano, Servando Cardona-Huerta, José Gerardo Tamez-Peña
2025 B conf
Assessing a Proposed Dynamic Ratio in Dataset Class Imbalance with GAN's Generated Melanoma Images.
CBMS
Gerardo Alejandro Fumagal-González, Jorge Alberto Garza Abdala, Alma Alhelí Pedro Pérez, José Gerardo Tamez-Peña
2025 B conf
Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography.
CBMS
Yusdivia Molina-Román, David Gómez-Ortiz, Ernestina Menasalvas Ruiz, José Gerardo Tamez-Peña, Alejandro Santos-Díaz
2025 J jnl
Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography.
CoRR
Yusdivia Molina-Román, David Gómez-Ortiz, Ernestina Menasalvas Ruiz, José Gerardo Tamez-Peña, Alejandro Santos-Díaz
2025 B conf
Ensemble of Radiomics and Convnext for Breast Cancer Diagnosis.
CBMS
Jorge Alberto Garza Abdala, Gerardo Alejandro Fumagal-González, Beatriz Alejandra Bosques Palomo, Mario Alexis Monsivais Molina, Daly Avedano, Servando Cardona-Huerta, José Gerardo Tamez-Peña
2025 J jnl
MammoRGB: Dual-View Mammogram Synthesis Using Denoising Diffusion Probabilistic Models.
CoRR
Jorge Alberto Garza Abdala, Gerardo Alejandro Fumagal-González, Daly Betzabeth Avendano Avalos, Servando Cardona-Huerta, Sadam Hussain, Eduardo de Avila-Armenta, Jasiel Hassan Toscano Martinez, Diana S. M. Rosales Gurmendi, Alma Alhelí Pedro Pérez, José Gerardo Tamez-Peña
2025 J jnl
Multiview Multimodal Feature Fusion for Breast Cancer Classification Using Deep Learning.
IEEE Access
Sadam Hussain, Mansoor Ali Teevno, Usman Naseem, Daly Betzabeth Avendano Avalos, Servando Cardona-Huerta, José Gerardo Tamez-Peña
2024 J jnl
FRESA.CAD::ILAA: Estimating the exploratory residualization transform.
SoftwareX
José Gerardo Tamez-Peña
2024 B conf
Named Entity Recognition in Mammography Radiology Reports using a Multilingual Transfer Learning Approach.
CBMS
Esteban Ricardo Salazar Cabrera, Alejandro Santos-Díaz, Ernestina Menasalvas, José Gerardo Tamez-Peña, Victor Robles
2024 — conf
Performance Evaluation of Deep Learning and Transformer Models Using Multimodal Data for Breast Cancer Classification.
CaPTion@MICCAI
Sadam Hussain, Mansoor Ali Teevno, Usman Naseem, Beatriz Alejandra Bosques Palomo, Mario Alexis Monsivais Molina, Jorge Alberto Garza Abdala, Daly Betzabeth Avendano Avalos, Servando Cardona-Huerta, T. Aaron Gulliver, José Gerardo Tamez-Peña
2023 J jnl
Deep learning, radiomics and radiogenomics applications in the digital breast tomosynthesis: a systematic review.
BMC Bioinform.
Sadam Hussain, Yareth Lafarga-Osuna, Mansoor Ali, Usman Naseem, Masroor Ahmed, José Gerardo Tamez-Peña
2023 — conf
Glaucoma classification using a morphological-convolutional neural network trained with extreme learning machine.
Computer-Aided Diagnosis
Martha Rebeca Canales-Fiscal, José Gerardo Tamez-Peña
2023 J jnl
Hybrid morphological-convolutional neural networks for computer-aided diagnosis.
Frontiers Artif. Intell.
Martha Rebeca Canales-Fiscal, José Gerardo Tamez-Peña
2022 — conf
Unsupervised discovery of Mild Cognitive Impairment subtypes of Alzheimer's disease using consensus clustering and unsupervised learning techniques.
ICBRA
Fahimeh Nezhadmoghadam, José Gerardo Tamez-Peña
2019 J jnl
Benchmarking machine learning models for late-onset alzheimer's disease prediction from genomic data.
BMC Bioinform.
Javier De Velasco Oriol, Edgar E. Vallejo-Clemente, Karol Estrada, José Gerardo Tamez-Peña, Alzheimer's Disease Neuroimaging Initiative
2015 J jnl
Multivariate Radiological-Based Models for the Prediction of Future Knee Pain: Data from the OAI.
Comput. Math. Methods Medicine
Jorge I. Galván-Tejada, José M. Celaya-Padilla, Victor Trevino, José Gerardo Tamez-Peña
2013 J jnl
Local image registration a comparison for bilateral registration mammography.
CoRR
José M. Celaya-Padilla, Juan Rodríguez-Rojas, Victor Trevino, José Gerardo Tamez-Peña
2013 — conf
Predictive features of breast cancer on Mexican screening mammography patients.
Computer-Aided Diagnosis
Juan Rodríguez-Rojas, Margarita Garza-Montemayor, Victor Treviño-Alvarado, José Gerardo Tamez-Peña
2012 J jnl
COMPADRE: an R and web resource for pathway activity analysis by component decompositions.
Bioinform.
Roberto-Rafael Ramos-Rodriguez, Raquel Cuevas-Diaz-Duran, Francesco Falciani, José Gerardo Tamez-Peña, Victor Trevino
2007 B conf
Structural quantification of cartilage changes using statistical parametric mapping.
Image Processing
José Gerardo Tamez-Peña, Monica Barbu-McInnis, Saara M. S. Totterman
2006 B conf
Unsupervised definition of the tibia-femoral joint regions of the human knee and its applications to cartilage analysis.
Image Processing
José Gerardo Tamez-Peña, Monica Barbu-McInnis, Saara M. S. Totterman
2004 B conf
Knee cartilage extraction and bone-cartilage interface analysis from 3D MRI data sets.
Image Processing
José Gerardo Tamez-Peña, Monica Barbu-McInnis, Saara M. S. Totterman
2002 B conf
Segmentation, surface extraction, and thickness computation of articular cartilage.
Image Processing
S. Kubilay Pakin, José Gerardo Tamez-Peña, Saara M. S. Totterman, Kevin J. Parker
2001 B conf
MRI isotropic resolution reconstruction from two orthogonal scans.
Image Processing
José Gerardo Tamez-Peña, Saara M. S. Totterman, Kevin J. Parker
1999 B conf
Unsupervised statistical segmentation of multispectral volumetric MRI images.
Image Processing
José Gerardo Tamez-Peña, Saara M. S. Totterman, Kevin J. Parker