Sebastian Otálora

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 · 91 citations

Diabetic Retinopathy, Engineering, Machine Learning +11

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 · 82 citations

Convolutional Neural Network, Engineering, Diabetic Macular Edema +21

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 · 77 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +28

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 · 76 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

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 · 63 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22