Catalina Gómez Caballero

According to our database, Catalina Gómez Caballero authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Mitigating knowledge imbalance in AI-advised decision-making through collaborative user involvement.

Catalina Gómez Caballero, Mathias Unberath, Chien-Ming Huang

Int. J. Hum. Comput. Stud., April, 2023

How Time Pressure in Different Phases of Decision-Making Influences Human-AI Collaboration.

Shiye Cao, Catalina Gómez Caballero, Chien-Ming Huang

Proc. ACM Hum. Comput. Interact., 2023

Designing AI Support for Human Involvement in AI-assisted Decision Making: A Taxonomy of Human-AI Interactions from a Systematic Review.

Catalina Gómez Caballero, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath

CoRR, 2023

Visualization in 2D/3D registration matters for assuring technology-assisted image-guided surgery.

Sue Min Cho, Robert B. Grupp, Catalina Gómez Caballero, Iris Gupta, Mehran Armand, Greg Osgood, Russell H. Taylor, Mathias Unberath

Int. J. Comput. Assist. Radiol. Surg., 2023

2022

Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review.

Haomin Chen, Catalina Gómez Caballero, Chien-Ming Huang, Mathias Unberath

npj Digit. Medicine, 2022

2021

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

Haomin Chen, Catalina Gómez Caballero, Chien-Ming Huang, Mathias Unberath

CoRR, 2021

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.

Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel

CoRR, 2021

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

Haomin Chen, T. Y. Alvin Liu, Catalina Gómez Caballero, Zelia Correa, Mathias Unberath

CoRR, 2021

2020

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

Mauricio Neira, Catalina Gómez Caballero, John F. Suárez-Pérez, Diego A. Gómez, Juan Pablo Reyes, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime E. Forero-Romero

CoRR, 2020

Classifying Image Sequences of Astronomical Transients with Deep Neural Networks.

Catalina Gómez Caballero, Mauricio Neira, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime Forero-Romero

CoRR, 2020

Cerberus: A Multi-headed Network for Brain Tumor Segmentation.

Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2017

Recognition of skin melanoma through dermoscopic image analysis.

Catalina Gómez Caballero, Diana Sofia Herrera

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017