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2020 – today
- 2023
[j4]Sue Min Cho
, Robert B. Grupp, Catalina Gómez Caballero, Iris Gupta, Mehran Armand, Greg Osgood, Russell H. Taylor, Mathias Unberath:
Visualization in 2D/3D registration matters for assuring technology-assisted image-guided surgery. Int. J. Comput. Assist. Radiol. Surg. 18(6): 1017-1024 (2023)- [j3]Catalina Gómez Caballero, Mathias Unberath, Chien-Ming Huang:
Mitigating knowledge imbalance in AI-advised decision-making through collaborative user involvement. Int. J. Hum. Comput. Stud. 172: 102977 (2023) - [j2]Shiye Cao, Catalina Gómez Caballero, Chien-Ming Huang:
How Time Pressure in Different Phases of Decision-Making Influences Human-AI Collaboration. Proc. ACM Hum. Comput. Interact. 7(CSCW2): 1-26 (2023) - [i6]Catalina Gómez Caballero, Sue Min Cho, Shichang Ke, Chien-Ming Huang, Mathias Unberath:
Designing AI Support for Human Involvement in AI-assisted Decision Making: A Taxonomy of Human-AI Interactions from a Systematic Review. CoRR abs/2310.19778 (2023) - 2022
- [j1]Haomin Chen, Catalina Gómez Caballero, Chien-Ming Huang, Mathias Unberath:
Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review. npj Digit. Medicine 5 (2022) - 2021
- [i5]Haomin Chen, T. Y. Alvin Liu, Catalina Gómez Caballero, Zelia Correa, Mathias Unberath:
An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images. CoRR abs/2108.06246 (2021) - [i4]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:
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR abs/2112.10074 (2021) - [i3]Haomin Chen, Catalina Gómez Caballero, Chien-Ming Huang, Mathias Unberath:
INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis. CoRR abs/2112.12596 (2021) - 2020
- [c2]Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez:
Cerberus: A Multi-headed Network for Brain Tumor Segmentation. BrainLes@MICCAI (2) 2020: 342-351 - [i2]Catalina Gómez Caballero, Mauricio Neira, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime Forero-Romero:
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks. CoRR abs/2004.13877 (2020) - [i1]Mauricio Neira, Catalina Gómez Caballero, John F. Suárez-Pérez, Diego A. Gómez, Juan Pablo Reyes, Marcela Hernández Hoyos, Pablo Arbeláez, Jaime E. Forero-Romero:
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition. CoRR abs/2006.13163 (2020)
2010 – 2019
- 2017
- [c1]Catalina Gómez Caballero, Diana Sofia Herrera:
Recognition of skin melanoma through dermoscopic image analysis. SIPAIM 2017: 1057211
Coauthor Index
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