Concepedia

Sebastian Otálora

SO

Statistics

Publications

18

Citations

812

H-Index

14

Active since

2016

Affiliations

HES-SO University of Applied Sciences and Arts Western Switzerland(Current)

University of Geneva

University of Padua

HES-SO Valais-Wallis

Universidad Nacional de Colombia

Sebastian Otálora is an author at HES-SO University of Applied Sciences and Arts Western Switzerland specializing in computer vision, deep learning, and computer science.

ORCID

Publications per year

2016–2023

18

Publications

18

Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography

Oscar Perdómo, Hernán Andrés Ríos, Francisco J. Rodríguez et al. · Computer Methods and Programs in Biomedicine · 2019 · 94 citations

, , +16

OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes

Oscar Perdómo, Sebastian Otálora, Fabio A. González et al. · 2018 · 85 citations

, , +17

Staining Invariant Features for Improving Generalization of Deep Convolutional Neural Networks in Computational Pathology

Sebastian Otálora, Manfredo Atzori, Vincent Andrearczyk et al. · Frontiers in Bioengineering and Biotechnology · 2019 · 80 citations · Full text

, , +17

Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score

Óscar Jiménez del Toro, Manfredo Atzori, Sebastian Otálora et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 78 citations

, , +17

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

Niccolò Marini, Stefano Marchesin, Sebastian Otálora et al. · npj Digital Medicine · 2022 · 65 citations · Full text

, , +16

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