Author

Gonzalo Iñaki Quintana

Observed names: G I Quintana, Gonzalo Iñaki Quintana, Gonzalo I. Quintana, Gonzalo Quintana, Quintana, Gonzalo Iñaki

Observed institutions: École Normale Supérieure Paris-Saclay, Centre National de la Recherche Scientifique, Universidad de Buenos Aires, Université Paris-Saclay, École Normale Supérieure - PSL, Laboratoire des Sciences et Techniques de l’Information de la Communication et de la Connaissance, IMT Atlantique, General Electric (France), Centre Borelli

ORCID: 0000-0003-1699-2297

Observed ORCID: 0000-0003-1699-2297

OpenAlex ID: A5082311618

Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification

2023 · Gonzalo Iñaki Quintana, Zhijin Li, et al. · Bioengineering · 33

PDF

Statistical forecast of the marine surge

2021 · Gonzalo Iñaki Quintana, Pierre Tandeo, et al. · Natural Hazards · 9

El Campo Magnético Generado por las Bobinas de Helmholtz y sus Aplicaciones a Calibración de Sondas

2017 · Walter Gustavo Fano, Ramiro Alonso, et al. · Elektron · 8

PDF

Deep-learning model for background parenchymal enhancement classification in contrast-enhanced mammography

2024 · E Ripaud, C Jailin, et al. · Physics in Medicine and Biology · 6

PDF

Incidence of the Sample Size Distribution on One-Shot Federated Learning

2023 · Marie Garin, Gonzalo Iñaki Quintana · Image Processing On Line · 3

PDF

BN-SCAFFOLD: controlling the drift of Batch Normalization statistics in Federated Learning

2024 · Quintana, Gonzalo Iñaki, Vancamberg, Laurence, et al. · arXiv (Cornell University) · 2

PDF

Deep-learning-based background parenchymal enhancement quantification in contrast enhanced mammography: an application to neoadjuvant chemotherapy

2024 · Elodie Ripaud, Clément Jailin, et al. · International Workshop on Breast Imaging (IWBI) · 2

PDF

Contrastive Learning: An Efficient Domain Adaptation Strategy for 2D Mammography Image Classification

2024 · Gonzalo Iñaki Quintana, Vincent Jugnon, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 2

PDF

Loop Antenna Characterization for ELF and SLF Measurements

2018 · Gonzalo Iñaki Quintana, Ramiro Alonso, et al. · Elektron · 2

PDF

Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application

2025 · Gonzalo Iñaki Quintana, Laurence Vancamberg, et al. · SSRN Electronic Journal · 1

The Magnetic Field Generated by Helmholtz Coils and their Applications to Probes Calibration

2017 · Walter Gustavo Fano, Ramiro Alonso, et al. · DOAJ (DOAJ: Directory of Open Access Journals) · 1

Evaluating federated learning approaches for mammography under breast density heterogeneity

2026 · Gonzalo Iñaki Quintana, Franco Martin Di Maria, et al. · Journal of medical imaging

PDF

MONET: A Massive, Open, Non-redundant and Enriched Text-to-image dataset

2026 · Aubin, Benjamin, Quintana, Gonzalo Iñaki, et al. · arXiv (Cornell University)

PDF

Fast, faithful and photorealistic diffusion-based image super-resolution with enhanced Flow Map models

2026 · Noble, Maxence, Quintana, Gonzalo Iñaki, et al. · arXiv (Cornell University)

PDF

Leveraging domain adaptation methods for federated learning applied to 2D mammography image classification

2024 · Gonzalo Iñaki Quintana

Works count: 16

Citation count: 69

H-index: 4

I10-index: 1