Catalina Gómez | DeepAI

DeepAI

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Featured Co-authors

Mathias Unberath
55 publications
Pablo Arbeláez
38 publications
Chien-Ming Huang
8 publications
Haomin Chen
4 publications
Jaime E. Forero-Romero
4 publications
Mauricio Neira
2 publications
Marcela Hernández Hoyos
2 publications
T. Y. Alvin Liu
1 publication
Zelia Correa
1 publication
John F. Suárez-Pérez
1 publication
Diego A. Gómez
1 publication

research

∙ 12/21/2021

INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis

Transparency in Machine Learning (ML), attempts to reveal the working me...

15 Haomin Chen, et al. ∙

research

∙ 08/13/2021

An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images

Algorithmic decision support is rapidly becoming a staple of personalize...

14 Haomin Chen, et al. ∙

research

∙ 06/23/2020

MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition

We introduce MANTRA, an annotated dataset of 4869 transient and 71207 no...

0 Mauricio Neira, et al. ∙

research

∙ 04/28/2020

Classifying Image Sequences of Astronomical Transients with Deep Neural Networks

Supervised classification of temporal sequences of astronomical images i...

13 Catalina Gómez, et al. ∙